library(GenomicFeatures)
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## Welcome to Bioconductor
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## Vignettes contain introductory material; view with
## 'browseVignettes()'. To cite Bioconductor, see
## 'citation("Biobase")', and for packages 'citation("pkgname")'.
library(BiocManager)
## Bioconductor version '3.13' is out-of-date; the current release version '3.14'
## is available with R version '4.1'; see https://bioconductor.org/install
library(dplyr)
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library(clusterProfiler)
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## clusterProfiler v4.0.5 For help: https://yulab-smu.top/biomedical-knowledge-mining-book/
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## If you use clusterProfiler in published research, please cite:
## T Wu, E Hu, S Xu, M Chen, P Guo, Z Dai, T Feng, L Zhou, W Tang, L Zhan, X Fu, S Liu, X Bo, and G Yu. clusterProfiler 4.0: A universal enrichment tool for interpreting omics data. The Innovation. 2021, 2(3):100141. doi: 10.1016/j.xinn.2021.100141
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library(reshape2)
library(kableExtra)
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## group_rows
FemaleGuppyGenome <- read.csv("~/projects/guppy-methylation/genome_data/FemaleGuppyGenomeGenesAndScaffolds.csv", comment.char="#")
GeneDivMingSNPs <- read.csv("~/projects/guppy-methylation/genome_data/Gene-SignificantSNPs-DivTestsMingPool.csv", comment.char="#")
GeneDivOldSNPs <- read.csv("~/projects/guppy-methylation/genome_data/Gene-SignificantSNPs-DivTestsOld.csv", comment.char="#")
GeneDivReseqSNPs <- read.csv("~/projects/guppy-methylation/genome_data/Gene-SignificantSNPs-DivTestsReseq.csv", comment.char="#")
GeneEvMingSNPs <- read.csv("~/projects/guppy-methylation/genome_data/Gene-SignificantSNPs-EvolveTestsMingPool.csv", comment.char="#")
GeneEvOldSNPs <- read.csv("~/projects/guppy-methylation/genome_data/Gene-SignificantSNPs-EvolveTestsOld.csv", comment.char="#")
GeneEvReseqSNPs <- read.csv("~/projects/guppy-methylation/genome_data/Gene-SignificantSNPs-EvolveTestsReseq.csv", comment.char="#")
DivMingSNPs <- read.csv("~/projects/guppy-methylation/genome_data/SignificantSNPs-DivTestsMingPool.csv", comment.char="#")
DivOldSNPs <- read.csv("~/projects/guppy-methylation/genome_data/SignificantSNPs-DivTestsOld.csv", comment.char="#")
DivReseqSNPs <- read.csv("~/projects/guppy-methylation/genome_data/SignificantSNPs-DivTestsReseq.csv", comment.char="#")
EvMingSNPs <- read.csv("~/projects/guppy-methylation/genome_data/SignificantSNPs-EvolveTestsMingPool.csv", comment.char="#")
EvOldSNPs <- read.csv("~/projects/guppy-methylation/genome_data/SignificantSNPs-EvolveTestsOld.csv", comment.char="#")
EvReseqSNPs <- read.csv("~/projects/guppy-methylation/genome_data/SignificantSNPs-EvolveTestsReseq.csv", comment.char="#")
head(FemaleGuppyGenome)
## LinkGrp GenBankAccn RefSeqAccn ScaffLength GeneID
## 1 scaffold_125 KK215283.1 NW_007615013.1 1503009 ENSPREG00000017956
## 2 scaffold_125 KK215283.1 NW_007615013.1 1503009 ENSPREG00000018002
## 3 scaffold_125 KK215283.1 NW_007615013.1 1503009 ENSPREG00000018045
## 4 scaffold_125 KK215283.1 NW_007615013.1 1503009 ENSPREG00000018055
## 5 scaffold_125 KK215283.1 NW_007615013.1 1503009 ENSPREG00000018064
## 6 scaffold_125 KK215283.1 NW_007615013.1 1503009 ENSPREG00000018077
## GeneName GeneType Start End
## 1 usp6nl protein_coding 21 50200
## 2 celf2 protein_coding 71369 286602
## 3 - protein_coding 634721 638733
## 4 gata3 protein_coding 744542 751604
## 5 atp5f1c protein_coding 813823 821387
## 6 kin protein_coding 821902 825419
head(GeneDivMingSNPs)
## Gene GeneBankID GeneID Chromosome ChromID F.FClr F.FGrn F.FLlc
## 1 ND1 KJ460033.1 ENSPREG00000000007 NC024238 1 1 1 1
## 2 ND2 KJ460033.1 ENSPREG00000000011 NC024238 1 1 1 1
## 3 COX1 KJ460033.1 ENSPREG00000000017 NC024238 1 1 1 1
## 4 COX2 KJ460033.1 ENSPREG00000000020 NC024238 1 1 1 1
## 5 ATP6 KJ460033.1 ENSPREG00000000023 NC024238 1 1 1 1
## 6 COX3 KJ460033.1 ENSPREG00000000024 NC024238 1 1 1 1
## M.FClr M.FGrn M.FLlc RefSequence
## 1 1 GGAACTGACAACTAAACGGGAGACCTAGCCT NA NA
## 2 1 CGACCACCGAGGTCAATCCCAAAAAAGCACCGCAAGTCACGGCAGTT NA NA
## 3 1 CAAGCCACTTGCTACTAACGGCCCAAGA NA NA
## 4 1 GACTAC NA NA
## 5 1 CACCCGGTGTATA NA NA
## 6 1 CATTCTGCC NA NA
head(GeneDivOldSNPs)
## Gene GeneBankID GeneID Chromosome ChromID F.FClr F.FGrn F.FLlc
## 1 ND1 KJ460033.1 ENSPREG00000000007 NC024238 1 1 1 1
## 2 ND2 KJ460033.1 ENSPREG00000000011 NC024238 1 1 1 1
## 3 COX1 KJ460033.1 ENSPREG00000000017 NC024238 1 1 1 1
## 4 COX2 KJ460033.1 ENSPREG00000000020 NC024238 1 1 1 1
## 5 ATP6 KJ460033.1 ENSPREG00000000023 NC024238 1 1 1 1
## 6 COX3 KJ460033.1 ENSPREG00000000024 NC024238 1 1 1 1
## M.FClr M.FGrn M.FLlc RefSequence
## 1 1 GGAACTGACAACTAAACGGGAGAACCTAGCCT NA NA
## 2 1 CGACCACCGAGGTCAATCCCAAAAAAGCACCGCAAGTCACGGCAGTT NA NA
## 3 1 CAAGCCACTTGCTACTAACGGCCCAAGA NA NA
## 4 1 GACTAC NA NA
## 5 1 CACCCGGTGTATA NA NA
## 6 1 CATTCTGCC NA NA
head(GeneDivReseqSNPs)
## Gene GeneBankID GeneID Chromosome ChromID F.FClr F.FGrn F.FLlc
## 1 ND1 KJ460033.1 ENSPREG00000000007 NC024238 1 1 1 1
## 2 ND2 KJ460033.1 ENSPREG00000000011 NC024238 1 1 1 1
## 3 COX1 KJ460033.1 ENSPREG00000000017 NC024238 1 1 1 1
## 4 COX2 KJ460033.1 ENSPREG00000000020 NC024238 1 1 1 1
## 5 ATP6 KJ460033.1 ENSPREG00000000023 NC024238 1 1 1 1
## 6 COX3 KJ460033.1 ENSPREG00000000024 NC024238 1 1 1 1
## M.FClr M.FGrn M.FLlc RefSequence
## 1 1 GGAACTGACAACTAACGAACCTAGCCT NA NA
## 2 1 CGACACCGAGGTCAATCCCAGAAAAAAGCACCGCAAGTCACGGCAGTT NA NA
## 3 1 CAAGCCACTTGCTACTAACGGCCCAAGA NA NA
## 4 1 GACTAC NA NA
## 5 1 CACCCGGTGTATA NA NA
## 6 1 CATTCTGCC NA NA
head(GeneEvOldSNPs)
## Gene GeneBankID GeneID ChromID Chromosome F.FClr F.FGrn F.FLlc
## 1 ND1 KJ460033.1 ENSPREG00000000007 1 NC024238 1 1 1
## 2 ND2 KJ460033.1 ENSPREG00000000011 1 NC024238 1 1 1
## 3 COX1 KJ460033.1 ENSPREG00000000017 1 NC024238 1 1 1
## 4 COX2 KJ460033.1 ENSPREG00000000020 1 NC024238 1 1 1
## 5 ATP6 KJ460033.1 ENSPREG00000000023 1 NC024238 1 1 1
## 6 COX3 KJ460033.1 ENSPREG00000000024 1 NC024238 1 1 1
## M.FClr M.FGrn M.FLlc RefSequence
## 1 1 1 0 GGAACTGACAACTAAACGGGAGAACCTAGCCT
## 2 1 1 0 CGACCACCGAGGTCAATCCCAAAAAAGCACCGCAAGTCACGGCAGTT
## 3 1 1 0 CAAGCCACTTGCTACTACGGCCCAAGA
## 4 1 1 0 GACTAC
## 5 1 1 0 CACCCGGGTATA
## 6 1 1 0 CATTCTGCC
head(GeneEvMingSNPs)
## Gene GeneBankID GeneID ChromID Chromosome F.FClr F.FGrn F.FLlc
## 1 ND1 KJ460033.1 ENSPREG00000000007 1 NC024238 1 1 0
## 2 ND2 KJ460033.1 ENSPREG00000000011 1 NC024238 1 1 0
## 3 COX1 KJ460033.1 ENSPREG00000000017 1 NC024238 1 1 0
## 4 COX2 KJ460033.1 ENSPREG00000000020 1 NC024238 1 1 0
## 5 ATP6 KJ460033.1 ENSPREG00000000023 1 NC024238 1 1 0
## 6 COX3 KJ460033.1 ENSPREG00000000024 1 NC024238 1 1 1
## M.FClr M.FGrn M.FLlc RefSequence
## 1 1 1 0 GGAACTGACAACTAAACGGGAGACCTAGCCT
## 2 1 1 1 CGACCACCGAGGTCAATCCCAAAAAAGCACCGCAAGTCACGGCAGTT
## 3 1 1 0 CAAGCCACTTGCTACTACGGCCCAAGA
## 4 1 1 0 GACTAC
## 5 1 1 0 CACCCGGGTATA
## 6 1 1 0 CATTCTGCC
head(DivOldSNPs)
## ChrID Chromosome Location Ref sigF.CG sigF.CL sigM.CG sigM.CL C.G.Female
## 1 1 NC024238 26 A 1 1 1 1 1e-09
## 2 1 NC024238 196 A 1 1 1 1 1e-09
## 3 1 NC024238 421 A 1 1 1 1 1e-09
## 4 1 NC024238 462 A 1 1 1 1 1e-09
## 5 1 NC024238 800 A 1 1 1 1 1e-09
## 6 1 NC024238 959 G 1 1 1 1 1e-09
## C.L.Female C.G.Male C.L.Male
## 1 1e-09 1.0e-09 1e-09
## 2 1e-09 1.0e-09 1e-09
## 3 1e-09 1.3e-06 1e-09
## 4 1e-09 5.0e-08 1e-09
## 5 1e-09 1.0e-09 1e-09
## 6 1e-09 7.0e-08 1e-09
head(DivMingSNPs)
## ChrID Chromosome Location Ref sigF.CG sigF.CL sigM.CG sigM.CL C.G.Female
## 1 1 NC024238 26 A 1 1 1 1 1e-09
## 2 1 NC024238 196 A 1 1 1 1 1e-09
## 3 1 NC024238 421 A 1 1 1 1 1e-09
## 4 1 NC024238 462 A 1 1 1 1 1e-09
## 5 1 NC024238 800 A 1 0 1 1 1e-09
## 6 1 NC024238 959 G 1 1 1 1 1e-09
## C.L.Female C.G.Male C.L.Male
## 1 0.00000421 1e-09 1e-09
## 2 0.00000001 1e-09 1e-09
## 3 0.00000343 1e-09 1e-09
## 4 0.00000473 1e-09 1e-09
## 5 0.00095491 1e-09 1e-09
## 6 0.00001895 1e-09 1e-09
head(EvOldSNPs)
## ChrID Chromosome Location Ref sigF.FC sigF.FG sigF.FL sigM.FC sigM.FG sigM.FL
## 1 1 NC024238 26 A 1 1 1 1 1 0
## 2 1 NC024238 196 A 1 1 1 1 1 0
## 3 1 NC024238 421 A 1 1 1 1 1 0
## 4 1 NC024238 462 A 1 1 1 1 1 0
## 5 1 NC024238 800 A 1 1 0 1 1 0
## 6 1 NC024238 959 G 1 1 0 1 1 0
## Fm.Fnd.Cl Fm.Fnd.Gr Fm.Fnd.Lc Ml.Fnd.Cl Ml.Fnd.Gr Mle..Fnd.Cl
## 1 1e-08 0 0.00000019 0 2.0e-08 0.07644644
## 2 0e+00 0 0.00001572 0 0.0e+00 0.44955981
## 3 0e+00 0 0.00005864 0 8.6e-07 0.44508247
## 4 0e+00 0 0.00001691 0 3.9e-07 0.00276758
## 5 0e+00 0 0.00242022 0 4.1e-06 0.01072112
## 6 0e+00 0 0.00083672 0 0.0e+00 0.01396301
head(GeneEvOldSNPs)
## Gene GeneBankID GeneID ChromID Chromosome F.FClr F.FGrn F.FLlc
## 1 ND1 KJ460033.1 ENSPREG00000000007 1 NC024238 1 1 1
## 2 ND2 KJ460033.1 ENSPREG00000000011 1 NC024238 1 1 1
## 3 COX1 KJ460033.1 ENSPREG00000000017 1 NC024238 1 1 1
## 4 COX2 KJ460033.1 ENSPREG00000000020 1 NC024238 1 1 1
## 5 ATP6 KJ460033.1 ENSPREG00000000023 1 NC024238 1 1 1
## 6 COX3 KJ460033.1 ENSPREG00000000024 1 NC024238 1 1 1
## M.FClr M.FGrn M.FLlc RefSequence
## 1 1 1 0 GGAACTGACAACTAAACGGGAGAACCTAGCCT
## 2 1 1 0 CGACCACCGAGGTCAATCCCAAAAAAGCACCGCAAGTCACGGCAGTT
## 3 1 1 0 CAAGCCACTTGCTACTACGGCCCAAGA
## 4 1 1 0 GACTAC
## 5 1 1 0 CACCCGGGTATA
## 6 1 1 0 CATTCTGCC
MethylCvG <- readRDS(file = "~/projects/guppy-methylation/RDSfiles/CvGtiles_genepromoters.rds")
MethylCvL <- readRDS(file = "~/projects/guppy-methylation/RDSfiles/CvLtiles_genepromoters.rds")
MethylGvL <- readRDS(file = "~/projects/guppy-methylation/RDSfiles/GvLtiles_genepromoters.rds")
head(MethylCvG)
## seqnames start end width strand pvalue qvalue
## 86983 LG4 1847001 1848000 1000 * 9.714622e-131 4.885614e-125
## 86984 LG4 1847001 1848000 1000 * 9.714622e-131 4.885614e-125
## 86981 LG4 1846001 1847000 1000 * 1.196917e-89 3.009727e-84
## 86982 LG4 1846001 1847000 1000 * 1.196917e-89 3.009727e-84
## 6509 LG1 9073001 9074000 1000 * 3.550053e-47 2.550528e-42
## 8294 LG1 17897001 17898000 1000 * 1.654721e-42 9.246461e-38
## meth.diff gene_id transcript_id gene_name
## 86983 19.239478 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 86984 19.239478 ENSPREG00000021490 ENSPRET00000032090 nasp
## 86981 19.897694 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 86982 19.897694 ENSPREG00000021490 ENSPRET00000032090 nasp
## 6509 14.606176 ENSPREG00000000312 ENSPRET00000000435 slx4
## 8294 -6.231157 ENSPREG00000004582 ENSPRET00000006703 uncharacterised
gtf <- rtracklayer::import("/mnt/data/aaron/projects/guppy-methylation/Poecilia_reticulata.Guppy_female_1.0_MT.103.gtf")
head(gtf)
## GRanges object with 6 ranges and 21 metadata columns:
## seqnames ranges strand | source type score phase
## <Rle> <IRanges> <Rle> | <factor> <factor> <numeric> <integer>
## [1] LG2 813-1286 - | ensembl gene NA <NA>
## [2] LG2 813-1286 - | ensembl transcript NA <NA>
## [3] LG2 813-1286 - | ensembl exon NA <NA>
## [4] LG2 816-1286 - | ensembl CDS NA 0
## [5] LG2 1284-1286 - | ensembl start_codon NA 0
## [6] LG2 813-815 - | ensembl stop_codon NA 0
## gene_id gene_version gene_source gene_biotype
## <character> <character> <character> <character>
## [1] ENSPREG00000006268 1 ensembl protein_coding
## [2] ENSPREG00000006268 1 ensembl protein_coding
## [3] ENSPREG00000006268 1 ensembl protein_coding
## [4] ENSPREG00000006268 1 ensembl protein_coding
## [5] ENSPREG00000006268 1 ensembl protein_coding
## [6] ENSPREG00000006268 1 ensembl protein_coding
## transcript_id transcript_version transcript_source
## <character> <character> <character>
## [1] <NA> <NA> <NA>
## [2] ENSPRET00000009285 1 ensembl
## [3] ENSPRET00000009285 1 ensembl
## [4] ENSPRET00000009285 1 ensembl
## [5] ENSPRET00000009285 1 ensembl
## [6] ENSPRET00000009285 1 ensembl
## transcript_biotype exon_number exon_id exon_version
## <character> <character> <character> <character>
## [1] <NA> <NA> <NA> <NA>
## [2] protein_coding <NA> <NA> <NA>
## [3] protein_coding 1 ENSPREE00000064246 1
## [4] protein_coding 1 <NA> <NA>
## [5] protein_coding 1 <NA> <NA>
## [6] protein_coding 1 <NA> <NA>
## protein_id protein_version gene_name transcript_name
## <character> <character> <character> <character>
## [1] <NA> <NA> <NA> <NA>
## [2] <NA> <NA> <NA> <NA>
## [3] <NA> <NA> <NA> <NA>
## [4] ENSPREP00000009175 1 <NA> <NA>
## [5] <NA> <NA> <NA> <NA>
## [6] <NA> <NA> <NA> <NA>
## projection_parent_gene projection_parent_transcript
## <character> <character>
## [1] <NA> <NA>
## [2] <NA> <NA>
## [3] <NA> <NA>
## [4] <NA> <NA>
## [5] <NA> <NA>
## [6] <NA> <NA>
## -------
## seqinfo: 463 sequences from an unspecified genome; no seqlengths
my_genes <- gtf[gtf$type == "gene"]
head(my_genes)
## GRanges object with 6 ranges and 21 metadata columns:
## seqnames ranges strand | source type score phase
## <Rle> <IRanges> <Rle> | <factor> <factor> <numeric> <integer>
## [1] LG2 813-1286 - | ensembl gene NA <NA>
## [2] LG2 18959-21569 - | ensembl gene NA <NA>
## [3] LG2 30025-35085 + | ensembl gene NA <NA>
## [4] LG2 306358-537092 + | ensembl gene NA <NA>
## [5] LG2 621822-632265 + | ensembl gene NA <NA>
## [6] LG2 627410-629578 - | ensembl gene NA <NA>
## gene_id gene_version gene_source gene_biotype transcript_id
## <character> <character> <character> <character> <character>
## [1] ENSPREG00000006268 1 ensembl protein_coding <NA>
## [2] ENSPREG00000006273 1 ensembl protein_coding <NA>
## [3] ENSPREG00000006291 1 ensembl protein_coding <NA>
## [4] ENSPREG00000006354 1 ensembl protein_coding <NA>
## [5] ENSPREG00000006412 1 ensembl protein_coding <NA>
## [6] ENSPREG00000006451 1 ensembl protein_coding <NA>
## transcript_version transcript_source transcript_biotype exon_number
## <character> <character> <character> <character>
## [1] <NA> <NA> <NA> <NA>
## [2] <NA> <NA> <NA> <NA>
## [3] <NA> <NA> <NA> <NA>
## [4] <NA> <NA> <NA> <NA>
## [5] <NA> <NA> <NA> <NA>
## [6] <NA> <NA> <NA> <NA>
## exon_id exon_version protein_id protein_version gene_name
## <character> <character> <character> <character> <character>
## [1] <NA> <NA> <NA> <NA> <NA>
## [2] <NA> <NA> <NA> <NA> <NA>
## [3] <NA> <NA> <NA> <NA> arl13b
## [4] <NA> <NA> <NA> <NA> zgc:152904
## [5] <NA> <NA> <NA> <NA> gart
## [6] <NA> <NA> <NA> <NA> n6amt1
## transcript_name projection_parent_gene projection_parent_transcript
## <character> <character> <character>
## [1] <NA> <NA> <NA>
## [2] <NA> <NA> <NA>
## [3] <NA> <NA> <NA>
## [4] <NA> <NA> <NA>
## [5] <NA> <NA> <NA>
## [6] <NA> <NA> <NA>
## -------
## seqinfo: 463 sequences from an unspecified genome; no seqlengths
mcols(my_genes) <- mcols(my_genes)[c(5,8,18)]
head(my_genes)
## GRanges object with 6 ranges and 3 metadata columns:
## seqnames ranges strand | gene_id gene_biotype
## <Rle> <IRanges> <Rle> | <character> <character>
## [1] LG2 813-1286 - | ENSPREG00000006268 protein_coding
## [2] LG2 18959-21569 - | ENSPREG00000006273 protein_coding
## [3] LG2 30025-35085 + | ENSPREG00000006291 protein_coding
## [4] LG2 306358-537092 + | ENSPREG00000006354 protein_coding
## [5] LG2 621822-632265 + | ENSPREG00000006412 protein_coding
## [6] LG2 627410-629578 - | ENSPREG00000006451 protein_coding
## gene_name
## <character>
## [1] <NA>
## [2] <NA>
## [3] arl13b
## [4] zgc:152904
## [5] gart
## [6] n6amt1
## -------
## seqinfo: 463 sequences from an unspecified genome; no seqlengths
head(DivOldSNPs)
## ChrID Chromosome Location Ref sigF.CG sigF.CL sigM.CG sigM.CL C.G.Female
## 1 1 NC024238 26 A 1 1 1 1 1e-09
## 2 1 NC024238 196 A 1 1 1 1 1e-09
## 3 1 NC024238 421 A 1 1 1 1 1e-09
## 4 1 NC024238 462 A 1 1 1 1 1e-09
## 5 1 NC024238 800 A 1 1 1 1 1e-09
## 6 1 NC024238 959 G 1 1 1 1 1e-09
## C.L.Female C.G.Male C.L.Male
## 1 1e-09 1.0e-09 1e-09
## 2 1e-09 1.0e-09 1e-09
## 3 1e-09 1.3e-06 1e-09
## 4 1e-09 5.0e-08 1e-09
## 5 1e-09 1.0e-09 1e-09
## 6 1e-09 7.0e-08 1e-09
DivOldSNPs$ChrID <- paste("LG", DivOldSNPs$ChrID, sep = "")
head(DivOldSNPs)
## ChrID Chromosome Location Ref sigF.CG sigF.CL sigM.CG sigM.CL C.G.Female
## 1 LG1 NC024238 26 A 1 1 1 1 1e-09
## 2 LG1 NC024238 196 A 1 1 1 1 1e-09
## 3 LG1 NC024238 421 A 1 1 1 1 1e-09
## 4 LG1 NC024238 462 A 1 1 1 1 1e-09
## 5 LG1 NC024238 800 A 1 1 1 1 1e-09
## 6 LG1 NC024238 959 G 1 1 1 1 1e-09
## C.L.Female C.G.Male C.L.Male
## 1 1e-09 1.0e-09 1e-09
## 2 1e-09 1.0e-09 1e-09
## 3 1e-09 1.3e-06 1e-09
## 4 1e-09 5.0e-08 1e-09
## 5 1e-09 1.0e-09 1e-09
## 6 1e-09 7.0e-08 1e-09
#Convert dataframe into Granges objects to find overlaps
head(my_genes)
## GRanges object with 6 ranges and 3 metadata columns:
## seqnames ranges strand | gene_id gene_biotype
## <Rle> <IRanges> <Rle> | <character> <character>
## [1] LG2 813-1286 - | ENSPREG00000006268 protein_coding
## [2] LG2 18959-21569 - | ENSPREG00000006273 protein_coding
## [3] LG2 30025-35085 + | ENSPREG00000006291 protein_coding
## [4] LG2 306358-537092 + | ENSPREG00000006354 protein_coding
## [5] LG2 621822-632265 + | ENSPREG00000006412 protein_coding
## [6] LG2 627410-629578 - | ENSPREG00000006451 protein_coding
## gene_name
## <character>
## [1] <NA>
## [2] <NA>
## [3] arl13b
## [4] zgc:152904
## [5] gart
## [6] n6amt1
## -------
## seqinfo: 463 sequences from an unspecified genome; no seqlengths
DivOldSNPsGran <- makeGRangesFromDataFrame(DivOldSNPs,
keep.extra.columns=TRUE,
ignore.strand = TRUE,
seqinfo=NULL,
seqnames.field="ChrID",
start.field="Location",
end.field="Location",
starts.in.df.are.0based=FALSE)
#find overlaps
ol1 <- findOverlaps(DivOldSNPsGran,my_genes)
## Warning in .Seqinfo.mergexy(x, y): Each of the 2 combined objects has sequence levels not in the other:
## - in 'x': LG24
## - in 'y': MT, KK215283.1, KK215284.1, KK215285.1, KK215286.1, KK215287.1, KK215288.1, KK215289.1, KK215290.1, KK215291.1, KK215292.1, KK215293.1, KK215294.1, KK215295.1, KK215296.1, KK215297.1, KK215298.1, KK215299.1, KK215300.1, KK215301.1, KK215302.1, KK215303.1, KK215304.1, KK215305.1, KK215306.1, KK215307.1, KK215308.1, KK215309.1, KK215310.1, KK215311.1, KK215312.1, KK215313.1, KK215314.1, KK215315.1, KK215316.1, KK215317.1, KK215318.1, KK215319.1, KK215320.1, KK215321.1, KK215322.1, KK215323.1, KK215324.1, KK215325.1, KK215326.1, KK215327.1, KK215328.1, KK215329.1, KK215330.1, KK215331.1, KK215333.1, KK215334.1, KK215335.1, KK215336.1, KK215337.1, KK215338.1, KK215340.1, KK215342.1, KK215343.1, KK215344.1, KK215345.1, KK215346.1, KK215347.1, KK215348.1, KK215349.1, KK215350.1, KK215352.1, KK215353.1, KK215354.1, KK215355.1, KK215356.1, KK215357.1, KK215358.1, KK215359.1, KK215361.1, KK215362.1, KK215363.1, KK215364.1, KK215365.1, KK215366.1, KK215367.1, KK215368.1, KK215369.1, KK215370.1, KK215371.1, KK215372.1, KK215373.1, KK215374.1, KK215375.1, KK215376.1, KK215377.1, KK215379.1, KK215380.1, KK215381.1, KK215382.1, KK215384.1, KK215385.1, KK215386.1, KK215389.1, KK215390.1, KK215392.1, KK215394.1, KK215398.1, KK215399.1, KK215404.1, KK215409.1, KK215410.1, KK215413.1, KK215416.1, KK215417.1, KK215422.1, KK215423.1, KK215426.1, KK215428.1, KK215431.1, KK215434.1, KK215436.1, KK215437.1, KK215438.1, KK215442.1, KK215445.1, KK215447.1, KK215449.1, KK215450.1, KK215452.1, KK215457.1, KK215458.1, KK215460.1, KK215461.1, KK215464.1, KK215468.1, KK215469.1, KK215470.1, KK215471.1, KK215473.1, KK215476.1, KK215477.1, KK215478.1, KK215481.1, KK215483.1, KK215487.1, KK215493.1, KK215495.1, KK215499.1, KK215500.1, KK215505.1, KK215509.1, KK215510.1, KK215520.1, KK215522.1, KK215527.1, KK215532.1, KK215534.1, KK215535.1, KK215536.1, KK215537.1, KK215539.1, KK215542.1, KK215550.1, KK215552.1, KK215555.1, KK215557.1, KK215565.1, KK215566.1, KK215569.1, KK215570.1, KK215571.1, KK215572.1, KK215575.1, KK215576.1, KK215580.1, KK215591.1, KK215592.1, KK215593.1, KK215596.1, KK215599.1, KK215600.1, KK215607.1, KK215609.1, KK215610.1, KK215611.1, KK215612.1, KK215613.1, KK215614.1, KK215617.1, KK215618.1, KK215619.1, KK215623.1, KK215631.1, KK215640.1, KK215643.1, KK215648.1, KK215650.1, KK215651.1, KK215653.1, KK215656.1, KK215660.1, KK215666.1, KK215667.1, KK215674.1, KK215676.1, KK215679.1, KK215680.1, KK215681.1, KK215682.1, KK215685.1, KK215686.1, KK215687.1, KK215690.1, KK215691.1, KK215693.1, KK215696.1, KK215697.1, KK215698.1, KK215702.1, KK215708.1, KK215713.1, KK215716.1, KK215717.1, KK215725.1, KK215729.1, KK215730.1, KK215731.1, KK215732.1, KK215735.1, KK215746.1, KK215749.1, KK215751.1, KK215760.1, KK215761.1, KK215773.1, KK215781.1, KK215784.1, KK215787.1, KK215790.1, KK215791.1, KK215793.1, KK215799.1, KK215800.1, KK215801.1, KK215803.1, KK215808.1, KK215809.1, KK215813.1, KK215817.1, KK215820.1, KK215824.1, KK215826.1, KK215828.1, KK215829.1, KK215830.1, KK215835.1, KK215844.1, KK215853.1, KK215855.1, KK215856.1, KK215862.1, KK215866.1, KK215868.1, KK215871.1, KK215879.1, KK215887.1, KK215888.1, KK215895.1, KK215899.1, KK215901.1, KK215906.1, KK215912.1, KK215916.1, KK215919.1, KK215925.1, KK215926.1, KK215936.1, KK215939.1, KK215944.1, KK215947.1, KK215948.1, KK215950.1, KK215959.1, KK215961.1, KK215966.1, KK215968.1, KK215981.1, KK215988.1, KK215991.1, KK215992.1, KK215998.1, KK216014.1, KK216019.1, KK216020.1, KK216045.1, KK216046.1, KK216051.1, KK216052.1, KK216054.1, KK216057.1, KK216061.1, KK216081.1, KK216088.1, KK216090.1, KK216092.1, KK216100.1, KK216101.1, KK216107.1, KK216108.1, KK216116.1, KK216119.1, KK216121.1, KK216123.1, KK216130.1, KK216132.1, KK216136.1, KK216147.1, KK216148.1, KK216149.1, KK216153.1, KK216156.1, KK216161.1, KK216167.1, KK216170.1, KK216179.1, KK216183.1, KK216185.1, KK216188.1, KK216199.1, KK216204.1, KK216207.1, KK216209.1, KK216210.1, KK216211.1, KK216216.1, KK216220.1, KK216228.1, KK216230.1, KK216268.1, KK216277.1, KK216286.1, KK216294.1, KK216300.1, KK216305.1, KK216312.1, KK216314.1, KK216332.1, KK216339.1, KK216348.1, KK216352.1, KK216355.1, KK216380.1, KK216407.1, KK216409.1, KK216421.1, KK216425.1, KK216435.1, KK216448.1, KK216449.1, KK216450.1, KK216459.1, KK216463.1, KK216466.1, KK216479.1, KK216498.1, KK216516.1, KK216521.1, KK216522.1, KK216535.1, KK216551.1, KK216554.1, KK216557.1, KK216577.1, KK216578.1, KK216585.1, KK216587.1, KK216588.1, KK216593.1, KK216597.1, KK216600.1, KK216619.1, KK216662.1, KK216664.1, KK216670.1, KK216676.1, KK216699.1, KK216700.1, KK216722.1, KK216735.1, KK216739.1, KK216741.1, KK216744.1, KK216762.1, KK216772.1, KK216776.1, KK216788.1, KK216824.1, KK216825.1, KK216869.1, KK216875.1, KK216891.1, KK216916.1, KK216933.1, KK216938.1, KK216940.1, KK216955.1, KK216962.1, KK216984.1, KK217005.1, KK217009.1, KK217018.1, KK217028.1, KK217045.1, KK217060.1, KK217108.1, KK217113.1, KK217125.1, KK217180.1, KK217188.1, KK217223.1, KK217248.1, KK217268.1, KK217279.1, KK217281.1, KK217287.1, KK217294.1, KK217335.1, KK217382.1, KK217434.1, KK217534.1, KK217541.1, KK217552.1, KK217563.1, KK217566.1, KK217594.1, KK217603.1, KK217626.1, KK217627.1, KK217649.1, KK217765.1, KK217786.1, KK217842.1, KK217893.1, KK217980.1
## Make sure to always combine/compare objects based on the same reference
## genome (use suppressWarnings() to suppress this warning).
ol1
## Hits object with 50767 hits and 0 metadata columns:
## queryHits subjectHits
## <integer> <integer>
## [1] 345 62
## [2] 346 62
## [3] 347 62
## [4] 348 62
## [5] 349 62
## ... ... ...
## [50763] 103246 21942
## [50764] 103249 21945
## [50765] 103250 21945
## [50766] 103257 21947
## [50767] 103258 21948
## -------
## queryLength: 106350 / subjectLength: 23254
DivOldSNPsgenes <- DivOldSNPsGran[queryHits(ol1)]
head(DivOldSNPsgenes)
## GRanges object with 6 ranges and 10 metadata columns:
## seqnames ranges strand | Chromosome Ref sigF.CG sigF.CL
## <Rle> <IRanges> <Rle> | <character> <character> <integer> <integer>
## [1] LG2 2024086 * | NC024331 T 1 0
## [2] LG2 2024087 * | NC024331 G 1 0
## [3] LG2 2024089 * | NC024331 T 1 0
## [4] LG2 2024097 * | NC024331 G 1 0
## [5] LG2 2024098 * | NC024331 T 1 0
## [6] LG2 2024108 * | NC024331 A 1 0
## sigM.CG sigM.CL C.G.Female C.L.Female C.G.Male C.L.Male
## <integer> <integer> <numeric> <numeric> <numeric> <numeric>
## [1] 0 0 7e-08 0.00238341 0.00615133 0.532881
## [2] 0 0 1e-08 0.00412534 0.00266023 0.548772
## [3] 0 0 2e-08 0.00262729 0.00385743 0.676480
## [4] 0 0 1e-09 0.00451286 0.00110521 0.788954
## [5] 0 0 1e-08 0.00790370 0.00103441 0.606952
## [6] 0 0 1e-08 0.00546344 0.00022579 0.402823
## -------
## seqinfo: 24 sequences from an unspecified genome; no seqlengths
myGenesol1 <- my_genes[subjectHits(ol1)]
head(myGenesol1)
## GRanges object with 6 ranges and 3 metadata columns:
## seqnames ranges strand | gene_id gene_biotype
## <Rle> <IRanges> <Rle> | <character> <character>
## [1] LG2 2015228-2097141 - | ENSPREG00000008733 protein_coding
## [2] LG2 2015228-2097141 - | ENSPREG00000008733 protein_coding
## [3] LG2 2015228-2097141 - | ENSPREG00000008733 protein_coding
## [4] LG2 2015228-2097141 - | ENSPREG00000008733 protein_coding
## [5] LG2 2015228-2097141 - | ENSPREG00000008733 protein_coding
## [6] LG2 2015228-2097141 - | ENSPREG00000008733 protein_coding
## gene_name
## <character>
## [1] GABRG3
## [2] GABRG3
## [3] GABRG3
## [4] GABRG3
## [5] GABRG3
## [6] GABRG3
## -------
## seqinfo: 463 sequences from an unspecified genome; no seqlengths
#convert to dataframes and bind gene name to SNPs
DivOldSNPsgenesdf <- as.data.frame(DivOldSNPsgenes,row.names = 1:nrow(as.data.frame(ranges(DivOldSNPsgenes))))
str(DivOldSNPsgenesdf)
## 'data.frame': 50767 obs. of 15 variables:
## $ seqnames : Factor w/ 24 levels "LG1","LG10","LG11",..: 12 12 12 12 12 12 12 12 12 12 ...
## $ start : int 2024086 2024087 2024089 2024097 2024098 2024108 2024113 2024114 2024116 2024126 ...
## $ end : int 2024086 2024087 2024089 2024097 2024098 2024108 2024113 2024114 2024116 2024126 ...
## $ width : int 1 1 1 1 1 1 1 1 1 1 ...
## $ strand : Factor w/ 3 levels "+","-","*": 3 3 3 3 3 3 3 3 3 3 ...
## $ Chromosome: chr "NC024331" "NC024331" "NC024331" "NC024331" ...
## $ Ref : chr "T" "G" "T" "G" ...
## $ sigF.CG : int 1 1 1 1 1 1 1 1 1 1 ...
## $ sigF.CL : int 0 0 0 0 0 0 0 0 0 0 ...
## $ sigM.CG : int 0 0 0 0 0 0 0 0 0 0 ...
## $ sigM.CL : int 0 0 0 0 0 0 0 0 0 0 ...
## $ C.G.Female: num 7e-08 1e-08 2e-08 1e-09 1e-08 1e-08 1e-08 2e-08 1e-08 1e-09 ...
## $ C.L.Female: num 0.00238 0.00413 0.00263 0.00451 0.0079 ...
## $ C.G.Male : num 0.00615 0.00266 0.00386 0.00111 0.00103 ...
## $ C.L.Male : num 0.533 0.549 0.676 0.789 0.607 ...
head(DivOldSNPsgenesdf)
## seqnames start end width strand Chromosome Ref sigF.CG sigF.CL sigM.CG
## 1 LG2 2024086 2024086 1 * NC024331 T 1 0 0
## 2 LG2 2024087 2024087 1 * NC024331 G 1 0 0
## 3 LG2 2024089 2024089 1 * NC024331 T 1 0 0
## 4 LG2 2024097 2024097 1 * NC024331 G 1 0 0
## 5 LG2 2024098 2024098 1 * NC024331 T 1 0 0
## 6 LG2 2024108 2024108 1 * NC024331 A 1 0 0
## sigM.CL C.G.Female C.L.Female C.G.Male C.L.Male
## 1 0 7e-08 0.00238341 0.00615133 0.5328808
## 2 0 1e-08 0.00412534 0.00266023 0.5487723
## 3 0 2e-08 0.00262729 0.00385743 0.6764800
## 4 0 1e-09 0.00451286 0.00110521 0.7889545
## 5 0 1e-08 0.00790370 0.00103441 0.6069517
## 6 0 1e-08 0.00546344 0.00022579 0.4028228
myGenesoldf1 <- as.data.frame(myGenesol1,row.names = 1:nrow(as.data.frame(ranges(myGenesol1))))
head(myGenesoldf1)
## seqnames start end width strand gene_id gene_biotype
## 1 LG2 2015228 2097141 81914 - ENSPREG00000008733 protein_coding
## 2 LG2 2015228 2097141 81914 - ENSPREG00000008733 protein_coding
## 3 LG2 2015228 2097141 81914 - ENSPREG00000008733 protein_coding
## 4 LG2 2015228 2097141 81914 - ENSPREG00000008733 protein_coding
## 5 LG2 2015228 2097141 81914 - ENSPREG00000008733 protein_coding
## 6 LG2 2015228 2097141 81914 - ENSPREG00000008733 protein_coding
## gene_name
## 1 GABRG3
## 2 GABRG3
## 3 GABRG3
## 4 GABRG3
## 5 GABRG3
## 6 GABRG3
DivOldSNPsgenesdf <- cbind(DivOldSNPsgenesdf,myGenesoldf1[c("gene_id","gene_biotype","gene_name")])
DivOldSNPsgenesdf$seqnames <- as.character(DivOldSNPsgenesdf$seqnames)
head(DivOldSNPsgenesdf)
## seqnames start end width strand Chromosome Ref sigF.CG sigF.CL sigM.CG
## 1 LG2 2024086 2024086 1 * NC024331 T 1 0 0
## 2 LG2 2024087 2024087 1 * NC024331 G 1 0 0
## 3 LG2 2024089 2024089 1 * NC024331 T 1 0 0
## 4 LG2 2024097 2024097 1 * NC024331 G 1 0 0
## 5 LG2 2024098 2024098 1 * NC024331 T 1 0 0
## 6 LG2 2024108 2024108 1 * NC024331 A 1 0 0
## sigM.CL C.G.Female C.L.Female C.G.Male C.L.Male gene_id
## 1 0 7e-08 0.00238341 0.00615133 0.5328808 ENSPREG00000008733
## 2 0 1e-08 0.00412534 0.00266023 0.5487723 ENSPREG00000008733
## 3 0 2e-08 0.00262729 0.00385743 0.6764800 ENSPREG00000008733
## 4 0 1e-09 0.00451286 0.00110521 0.7889545 ENSPREG00000008733
## 5 0 1e-08 0.00790370 0.00103441 0.6069517 ENSPREG00000008733
## 6 0 1e-08 0.00546344 0.00022579 0.4028228 ENSPREG00000008733
## gene_biotype gene_name
## 1 protein_coding GABRG3
## 2 protein_coding GABRG3
## 3 protein_coding GABRG3
## 4 protein_coding GABRG3
## 5 protein_coding GABRG3
## 6 protein_coding GABRG3
#Cleanup columns
DivOldSNPsgenesdf <- dplyr::select(DivOldSNPsgenesdf, seqnames, start, Chromosome, Ref, sigF.CG, sigF.CL, sigM.CG, sigM.CL, C.G.Female, C.L.Female, C.G.Male, C.L.Male, gene_id, gene_biotype, gene_name)
head(DivOldSNPsgenesdf)
## seqnames start Chromosome Ref sigF.CG sigF.CL sigM.CG sigM.CL C.G.Female
## 1 LG2 2024086 NC024331 T 1 0 0 0 7e-08
## 2 LG2 2024087 NC024331 G 1 0 0 0 1e-08
## 3 LG2 2024089 NC024331 T 1 0 0 0 2e-08
## 4 LG2 2024097 NC024331 G 1 0 0 0 1e-09
## 5 LG2 2024098 NC024331 T 1 0 0 0 1e-08
## 6 LG2 2024108 NC024331 A 1 0 0 0 1e-08
## C.L.Female C.G.Male C.L.Male gene_id gene_biotype gene_name
## 1 0.00238341 0.00615133 0.5328808 ENSPREG00000008733 protein_coding GABRG3
## 2 0.00412534 0.00266023 0.5487723 ENSPREG00000008733 protein_coding GABRG3
## 3 0.00262729 0.00385743 0.6764800 ENSPREG00000008733 protein_coding GABRG3
## 4 0.00451286 0.00110521 0.7889545 ENSPREG00000008733 protein_coding GABRG3
## 5 0.00790370 0.00103441 0.6069517 ENSPREG00000008733 protein_coding GABRG3
## 6 0.00546344 0.00022579 0.4028228 ENSPREG00000008733 protein_coding GABRG3
colnames(DivOldSNPsgenesdf) <- c("chromosome","location","chromosomecode","ref","sigF.CG","sigF.CL","sigM.CG","sigM.CL","CGfemalepval","CLfemalepval","CGmalepval","CLmalepval","gene_id","gene_biotype","gene_name")
#filter genetic data for only significant SNPs in female comparison for epigenetic data intersection
DivOldSNPsgenesdf1 <- DivOldSNPsgenesdf %>% filter(sigF.CG == 1)
DivOldSNPsgenesdf2 <- DivOldSNPsgenesdf %>% filter(sigF.CL == 1)
DivOldSNPsgenesdfF <- union(DivOldSNPsgenesdf1 , DivOldSNPsgenesdf2)
#add comparison group to each methyldata frame
comparison <- rep(c("CvG"),times=88483)
MethylCvG <- cbind(comparison,MethylCvG)
head(MethylCvG)
## comparison seqnames start end width strand pvalue
## 86983 CvG LG4 1847001 1848000 1000 * 9.714622e-131
## 86984 CvG LG4 1847001 1848000 1000 * 9.714622e-131
## 86981 CvG LG4 1846001 1847000 1000 * 1.196917e-89
## 86982 CvG LG4 1846001 1847000 1000 * 1.196917e-89
## 6509 CvG LG1 9073001 9074000 1000 * 3.550053e-47
## 8294 CvG LG1 17897001 17898000 1000 * 1.654721e-42
## qvalue meth.diff gene_id transcript_id
## 86983 4.885614e-125 19.239478 ENSPREG00000021468 ENSPRET00000032035
## 86984 4.885614e-125 19.239478 ENSPREG00000021490 ENSPRET00000032090
## 86981 3.009727e-84 19.897694 ENSPREG00000021468 ENSPRET00000032035
## 86982 3.009727e-84 19.897694 ENSPREG00000021490 ENSPRET00000032090
## 6509 2.550528e-42 14.606176 ENSPREG00000000312 ENSPRET00000000435
## 8294 9.246461e-38 -6.231157 ENSPREG00000004582 ENSPRET00000006703
## gene_name
## 86983 gpc5b
## 86984 nasp
## 86981 gpc5b
## 86982 nasp
## 6509 slx4
## 8294 uncharacterised
comparison <- rep(c("CvL"),times=88324)
MethylCvL <- cbind(comparison,MethylCvL)
head(MethylCvL)
## comparison seqnames start end width strand pvalue
## 63161 CvL LG2 20995001 20996000 1000 * 4.065070e-48
## 106383 CvL LG7 18259001 18260000 1000 * 8.559718e-41
## 20949 CvL LG11 28461001 28462000 1000 * 1.078697e-40
## 70661 CvL LG21 538001 539000 1000 * 5.735034e-40
## 31311 CvL LG14 4148001 4149000 1000 * 8.688214e-40
## 20618 CvL LG11 27368001 27369000 1000 * 1.892756e-31
## qvalue meth.diff gene_id transcript_id
## 63161 2.956357e-43 -20.26683 ENSPREG00000014846 ENSPRET00000022204
## 106383 4.357590e-36 23.29152 ENSPREG00000003617 ENSPRET00000005305
## 20949 4.992221e-36 -13.62358 ENSPREG00000010182 ENSPRET00000015234
## 70661 2.432998e-35 -13.78305 ENSPREG00000012722 ENSPRET00000019142
## 31311 3.402312e-35 -21.04322 ENSPREG00000009393 ENSPRET00000014038
## 20618 4.588411e-27 13.36592 ENSPREG00000008406 ENSPRET00000012667
## gene_name
## 63161 zgc:194275
## 106383 uts2a
## 20949 tfap2e
## 70661 uncharacterised
## 31311 zgc:112437
## 20618 fabp10b
comparison <- rep(c("GvL"),times=90250)
MethylGvL <- cbind(comparison,MethylGvL)
head(MethylGvL)
## comparison seqnames start end width strand pvalue
## 88849 GvL LG4 1847001 1848000 1000 * 7.503577e-141
## 88850 GvL LG4 1847001 1848000 1000 * 7.503577e-141
## 88847 GvL LG4 1846001 1847000 1000 * 8.017760e-104
## 88848 GvL LG4 1846001 1847000 1000 * 8.017760e-104
## 72353 GvL LG21 538001 539000 1000 * 5.180641e-40
## 32069 GvL LG14 4148001 4149000 1000 * 2.644311e-35
## qvalue meth.diff gene_id transcript_id
## 88849 3.921253e-135 -19.01626 ENSPREG00000021468 ENSPRET00000032035
## 88850 3.921253e-135 -19.01626 ENSPREG00000021490 ENSPRET00000032090
## 88847 2.094979e-98 -19.30979 ENSPREG00000021468 ENSPRET00000032035
## 88848 2.094979e-98 -19.30979 ENSPREG00000021490 ENSPRET00000032090
## 72353 4.512205e-35 -12.60888 ENSPREG00000012722 ENSPRET00000019142
## 32069 1.727345e-30 -17.15105 ENSPREG00000009393 ENSPRET00000014038
## gene_name
## 88849 gpc5b
## 88850 nasp
## 88847 gpc5b
## 88848 nasp
## 72353 uncharacterised
## 32069 zgc:112437
#combine methyldata
Methyldata <- union(MethylCvG,MethylCvL)
Methyldata <- union(Methyldata,MethylGvL)
head(Methyldata)
## comparison seqnames start end width strand pvalue
## 1 CvG LG4 1847001 1848000 1000 * 9.714622e-131
## 2 CvG LG4 1847001 1848000 1000 * 9.714622e-131
## 3 CvG LG4 1846001 1847000 1000 * 1.196917e-89
## 4 CvG LG4 1846001 1847000 1000 * 1.196917e-89
## 5 CvG LG1 9073001 9074000 1000 * 3.550053e-47
## 6 CvG LG1 17897001 17898000 1000 * 1.654721e-42
## qvalue meth.diff gene_id transcript_id gene_name
## 1 4.885614e-125 19.239478 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 2 4.885614e-125 19.239478 ENSPREG00000021490 ENSPRET00000032090 nasp
## 3 3.009727e-84 19.897694 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 4 3.009727e-84 19.897694 ENSPREG00000021490 ENSPRET00000032090 nasp
## 5 2.550528e-42 14.606176 ENSPREG00000000312 ENSPRET00000000435 slx4
## 6 9.246461e-38 -6.231157 ENSPREG00000004582 ENSPRET00000006703 uncharacterised
#remove unnecessary columns, rename columns and order Methyldata dataframe
Methyldata <- dplyr::select(Methyldata, comparison, seqnames, start, end, pvalue, qvalue, meth.diff, gene_id, transcript_id, gene_name)
colnames(Methyldata) <- c("comparison","chromosome","start","end","pvalue","qvalue","meth.diff","gene_id","transcript_id","gene_name")
Methyldata <- Methyldata[order(Methyldata[,6]), ]
head(Methyldata)
## comparison chromosome start end pvalue qvalue
## 176808 GvL LG4 1847001 1848000 7.503577e-141 3.921253e-135
## 176809 GvL LG4 1847001 1848000 7.503577e-141 3.921253e-135
## 1 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125
## 2 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125
## 176810 GvL LG4 1846001 1847000 8.017760e-104 2.094979e-98
## 176811 GvL LG4 1846001 1847000 8.017760e-104 2.094979e-98
## meth.diff gene_id transcript_id gene_name
## 176808 -19.01626 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 176809 -19.01626 ENSPREG00000021490 ENSPRET00000032090 nasp
## 1 19.23948 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 2 19.23948 ENSPREG00000021490 ENSPRET00000032090 nasp
## 176810 -19.30979 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 176811 -19.30979 ENSPREG00000021490 ENSPRET00000032090 nasp
#filter for only those tiles with a signficant qvalue
Methyldata <- Methyldata %>% filter(qvalue <= 0.05)
head(Methyldata)
## comparison chromosome start end pvalue qvalue meth.diff
## 1 GvL LG4 1847001 1848000 7.503577e-141 3.921253e-135 -19.01626
## 2 GvL LG4 1847001 1848000 7.503577e-141 3.921253e-135 -19.01626
## 3 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125 19.23948
## 4 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125 19.23948
## 5 GvL LG4 1846001 1847000 8.017760e-104 2.094979e-98 -19.30979
## 6 GvL LG4 1846001 1847000 8.017760e-104 2.094979e-98 -19.30979
## gene_id transcript_id gene_name
## 1 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 2 ENSPREG00000021490 ENSPRET00000032090 nasp
## 3 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 4 ENSPREG00000021490 ENSPRET00000032090 nasp
## 5 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 6 ENSPREG00000021490 ENSPRET00000032090 nasp
#filter for meth.diff of greater than 10 or less than -10
Methyldata10methdif1 <- Methyldata %>% filter(meth.diff > 10)
Methyldata10methdif2 <- Methyldata %>% filter(meth.diff < -10)
Methyldata10methdif <- union(Methyldata10methdif1 , Methyldata10methdif2)
head(Methyldata10methdif)
## comparison chromosome start end pvalue qvalue meth.diff
## 1 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125 19.23948
## 2 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125 19.23948
## 3 CvG LG4 1846001 1847000 1.196917e-89 3.009727e-84 19.89769
## 4 CvG LG4 1846001 1847000 1.196917e-89 3.009727e-84 19.89769
## 5 CvG LG1 9073001 9074000 3.550053e-47 2.550528e-42 14.60618
## 6 CvL LG7 18259001 18260000 8.559718e-41 4.357590e-36 23.29152
## gene_id transcript_id gene_name
## 1 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 2 ENSPREG00000021490 ENSPRET00000032090 nasp
## 3 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 4 ENSPREG00000021490 ENSPRET00000032090 nasp
## 5 ENSPREG00000000312 ENSPRET00000000435 slx4
## 6 ENSPREG00000003617 ENSPRET00000005305 uts2a
#filter for meth.diff of greater than 15 or less than -15
Methyldata15methdif1 <- Methyldata %>% filter(meth.diff > 15)
Methyldata15methdif2 <- Methyldata %>% filter(meth.diff < -15)
Methyldata15methdif <- union(Methyldata15methdif1 , Methyldata15methdif2)
head(Methyldata15methdif)
## comparison chromosome start end pvalue qvalue meth.diff
## 1 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125 19.23948
## 2 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125 19.23948
## 3 CvG LG4 1846001 1847000 1.196917e-89 3.009727e-84 19.89769
## 4 CvG LG4 1846001 1847000 1.196917e-89 3.009727e-84 19.89769
## 5 CvL LG7 18259001 18260000 8.559718e-41 4.357590e-36 23.29152
## 6 GvL LG17 3558001 3559000 8.543377e-35 4.960707e-30 19.28752
## gene_id transcript_id gene_name
## 1 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 2 ENSPREG00000021490 ENSPRET00000032090 nasp
## 3 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 4 ENSPREG00000021490 ENSPRET00000032090 nasp
## 5 ENSPREG00000003617 ENSPRET00000005305 uts2a
## 6 ENSPREG00000002699 ENSPRET00000003812 uncharacterised
#we want specific columns from both data frames into one combined one
intgenes <- intersect(Methyldata$gene_name, DivOldSNPsgenesdfF$gene_name)
head(intgenes)
## [1] "gpc5b" "tfap2e" "gabrr2b" "ZSWIM6" "dhrs12" "dock10"
intgenesmethdif10 <- intersect(Methyldata10methdif$gene_name, DivOldSNPsgenesdfF$gene_name)
intgenesmethdif15 <- intersect(Methyldata15methdif$gene_name, DivOldSNPsgenesdfF$gene_name)
intgenesmethdif15
## [1] "gpc5b" "TCF7L1" "pan2" "NXPE3" "gabrr2b" "schip1"
## [7] "cdc42bpab" "aebp2"
#filter dataframes by crossover gene names
methylcrossdata <- Methyldata[Methyldata$gene_name %in% intgenes, ]
head(methylcrossdata)
## comparison chromosome start end pvalue qvalue
## 1 GvL LG4 1847001 1848000 7.503577e-141 3.921253e-135
## 3 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125
## 5 GvL LG4 1846001 1847000 8.017760e-104 2.094979e-98
## 7 CvG LG4 1846001 1847000 1.196917e-89 3.009727e-84
## 14 CvL LG11 28461001 28462000 1.078697e-40 4.992221e-36
## 27 CvL LG21 23640001 23641000 3.073884e-29 6.018677e-25
## meth.diff gene_id transcript_id gene_name
## 1 -19.01626 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 3 19.23948 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 5 -19.30979 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 7 19.89769 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 14 -13.62358 ENSPREG00000010182 ENSPRET00000015234 tfap2e
## 27 -19.15004 ENSPREG00000001261 ENSPRET00000001765 gabrr2b
geneticcrossdata <- DivOldSNPsgenesdfF[DivOldSNPsgenesdfF$gene_name %in% intgenes, ]
head(geneticcrossdata)
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 1 LG2 2024086 NC024331 T 1 0 0 0
## 2 LG2 2024087 NC024331 G 1 0 0 0
## 3 LG2 2024089 NC024331 T 1 0 0 0
## 4 LG2 2024097 NC024331 G 1 0 0 0
## 5 LG2 2024098 NC024331 T 1 0 0 0
## 6 LG2 2024108 NC024331 A 1 0 0 0
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 1 7e-08 0.00238341 0.00615133 0.5328808 ENSPREG00000008733
## 2 1e-08 0.00412534 0.00266023 0.5487723 ENSPREG00000008733
## 3 2e-08 0.00262729 0.00385743 0.6764800 ENSPREG00000008733
## 4 1e-09 0.00451286 0.00110521 0.7889545 ENSPREG00000008733
## 5 1e-08 0.00790370 0.00103441 0.6069517 ENSPREG00000008733
## 6 1e-08 0.00546344 0.00022579 0.4028228 ENSPREG00000008733
## gene_biotype gene_name
## 1 protein_coding GABRG3
## 2 protein_coding GABRG3
## 3 protein_coding GABRG3
## 4 protein_coding GABRG3
## 5 protein_coding GABRG3
## 6 protein_coding GABRG3
methylcrossdata10 <- Methyldata10methdif[Methyldata10methdif$gene_name %in% intgenesmethdif10, ]
methylcrossdata10
## comparison chromosome start end pvalue qvalue
## 1 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125
## 3 CvG LG4 1846001 1847000 1.196917e-89 3.009727e-84
## 37 CvG LG8 17517001 17518000 4.327631e-17 1.511405e-13
## 64 GvL LG7 23528001 23529000 7.943156e-12 8.091560e-09
## 66 CvG LG14 24190001 24191000 8.935561e-12 8.898640e-09
## 70 CvL LG10 28172001 28173000 1.490462e-11 1.310477e-08
## 71 CvG LG3 26760001 26761000 1.503383e-11 1.382215e-08
## 78 CvG LG16 2463001 2464000 2.465860e-11 2.145526e-08
## 84 CvL LG2 14914001 14915000 6.189060e-11 4.526915e-08
## 88 CvG LG19 21748001 21749000 7.334394e-11 5.392639e-08
## 103 CvG LG14 17059001 17060000 8.479139e-10 4.072849e-07
## 104 CvG LG9 27646001 27647000 8.560325e-10 4.100097e-07
## 109 GvL LG22 14688001 14689000 1.466942e-09 6.906315e-07
## 112 CvL LG15 10626001 10627000 1.582506e-09 7.142056e-07
## 119 GvL LG4 9371001 9372000 2.673294e-09 1.129026e-06
## 121 GvL LG12 14095001 14096000 3.205438e-09 1.311756e-06
## 133 CvL LG13 3107001 3108000 8.168023e-09 2.761380e-06
## 134 CvL LG7 16672001 16673000 8.920668e-09 2.981840e-06
## 135 CvL LG11 28411001 28412000 1.147010e-08 3.674665e-06
## 136 CvG LG18 5580001 5581000 1.243403e-08 3.702247e-06
## 145 GvL LG21 6990001 6991000 2.452235e-08 6.838314e-06
## 149 GvL LG17 520001 521000 3.115621e-08 8.290099e-06
## 183 GvL LG10 2352001 2353000 4.151445e-07 6.403426e-05
## 189 CvL LG14 20748001 20749000 6.072856e-07 8.611632e-05
## 191 CvG LG11 25058001 25059000 8.013541e-07 9.659916e-05
## 208 CvL LG23 15500001 15501000 2.309491e-06 2.386760e-04
## 213 GvL LG13 20182001 20183000 2.627362e-06 2.651639e-04
## 216 CvL LG17 16554001 16555000 3.708878e-06 3.395898e-04
## 222 CvL LG13 16969001 16970000 4.251507e-06 3.770665e-04
## 223 GvL LG2 18341001 18342000 4.334178e-06 3.832443e-04
## 239 CvG LG11 376001 377000 8.443148e-06 5.685061e-04
## 240 CvG LG2 31069001 31070000 8.456398e-06 5.691697e-04
## 241 GvL LG23 14925001 14926000 7.402074e-06 5.728135e-04
## 244 CvL LG19 4177001 4178000 8.250934e-06 6.143622e-04
## 258 CvL LG22 14688001 14689000 1.417541e-05 9.167216e-04
## 271 CvL LG3 7317001 7318000 2.598191e-05 1.431948e-03
## 285 CvL LG2 18341001 18342000 4.547707e-05 2.144453e-03
## 294 CvL LG6 2456001 2457000 5.359099e-05 2.408942e-03
## 299 CvG LG15 18538001 18539000 7.049017e-05 2.659848e-03
## 311 GvL LG14 6327001 6328000 8.755484e-05 3.400074e-03
## 328 GvL LG10 23666001 23667000 1.511057e-04 4.981673e-03
## 341 CvL LG2 16692001 16693000 2.057116e-04 6.188258e-03
## 345 CvG LG2 18177001 18178000 2.593852e-04 6.625103e-03
## 349 CvL LG11 990001 991000 2.638477e-04 7.355000e-03
## 352 CvG LG2 33200001 33201000 3.068755e-04 7.420156e-03
## 362 CvG LG6 20093001 20094000 5.753716e-04 1.133354e-02
## 372 CvL LG20 20021001 20022000 1.065775e-03 1.885153e-02
## 390 CvG LG21 20808001 20809000 3.159895e-03 3.453908e-02
## 400 GvL LG4 1847001 1848000 7.503577e-141 3.921253e-135
## 402 GvL LG4 1846001 1847000 8.017760e-104 2.094979e-98
## 405 CvL LG11 28461001 28462000 1.078697e-40 4.992221e-36
## 414 CvL LG21 23640001 23641000 3.073884e-29 6.018677e-25
## 415 GvL LG11 28461001 28462000 1.453293e-28 4.079260e-24
## 426 CvG LG13 16672001 16673000 1.053648e-22 1.103945e-18
## 432 CvG LG13 18419001 18420000 4.860795e-19 2.447502e-15
## 436 CvG LG13 19074001 19075000 2.045440e-18 9.437421e-15
## 437 CvG LG14 9176001 9177000 2.342806e-18 1.061467e-14
## 457 CvG LG11 6448001 6449000 3.900187e-15 9.710180e-12
## 462 CvG LG14 9177001 9178000 5.247199e-14 9.666252e-11
## 472 CvL LG19 401001 402000 2.378722e-12 2.679120e-09
## 477 GvL LG16 26482001 26483000 6.181544e-12 6.565812e-09
## 487 CvL LG11 6448001 6449000 2.261344e-11 1.865814e-08
## 489 GvL LG14 7983001 7984000 3.144672e-11 2.559746e-08
## 499 GvL LG20 2725001 2726000 5.671443e-11 4.289158e-08
## 525 CvG LG21 23640001 23641000 5.107638e-10 2.721080e-07
## 526 GvL LG23 16018001 16019000 4.829146e-10 2.725310e-07
## 527 CvL LG23 16078001 16079000 6.737454e-10 3.514252e-07
## 528 CvL LG23 16078001 16079000 6.737454e-10 3.514252e-07
## 546 CvG LG19 401001 402000 3.851539e-09 1.431657e-06
## 572 CvG LG17 25797001 25798000 2.042017e-08 5.500577e-06
## 578 CvG LG2 6821001 6822000 2.832913e-08 7.137824e-06
## 580 GvL LG8 23125001 23126000 2.797710e-08 7.583195e-06
## 584 GvL LG12 3836001 3837000 3.172869e-08 8.399658e-06
## 591 CvL LG16 26514001 26515000 4.106477e-08 1.033892e-05
## 612 CvG LG19 11274001 11275000 1.306969e-07 2.377187e-05
## 623 CvL LG8 2652001 2653000 2.157374e-07 3.879720e-05
## 635 CvL LG9 21427001 21428000 3.298413e-07 5.394024e-05
## 639 CvG LG17 17268001 17269000 4.835244e-07 6.568635e-05
## 644 CvG LG13 4842001 4843000 6.834533e-07 8.550931e-05
## 655 GvL LG16 26528001 26529000 8.151712e-07 1.082582e-04
## 657 CvL LG9 23123001 23124000 8.499380e-07 1.115749e-04
## 661 CvL LG2 6821001 6822000 9.391290e-07 1.199513e-04
## 662 CvL LG15 11360001 11361000 9.449184e-07 1.205916e-04
## 665 GvL LG13 1531001 1532000 1.026476e-06 1.296015e-04
## 667 GvL LG2 8344001 8345000 1.078893e-06 1.349157e-04
## 673 CvL LG17 17268001 17269000 1.305777e-06 1.551655e-04
## 675 CvL LG21 3817001 3818000 1.393489e-06 1.628181e-04
## 677 GvL LG6 20151001 20152000 1.395805e-06 1.644041e-04
## 702 CvG LG13 22051001 22052000 3.155461e-06 2.710837e-04
## 703 CvL LG16 14856001 14857000 2.815588e-06 2.769782e-04
## 706 GvL LG19 17199001 17200000 2.937036e-06 2.872636e-04
## 716 CvG LG8 26079001 26080000 4.312444e-06 3.436495e-04
## 727 GvL LG21 20808001 20809000 4.754417e-06 4.112189e-04
## 742 CvG LG9 15199001 15200000 1.001587e-05 6.424889e-04
## 752 CvG LG4 27306001 27307000 1.352100e-05 8.001757e-04
## 754 GvL LG21 10938001 10939000 1.189389e-05 8.110352e-04
## 758 CvL LG23 12899001 12900000 1.339240e-05 8.804111e-04
## 764 CvL LG9 10294001 10295000 1.486324e-05 9.497418e-04
## 765 CvL LG9 22927001 22928000 1.537700e-05 9.738916e-04
## 768 CvL LG4 23964001 23965000 1.647044e-05 1.024910e-03
## 774 GvL LG2 22415001 22416000 2.435565e-05 1.365946e-03
## 778 CvG LG4 23961001 23962000 2.986615e-05 1.437439e-03
## 787 CvL LG6 20151001 20152000 3.430288e-05 1.745514e-03
## 790 CvL LG6 16411001 16412000 3.706267e-05 1.848707e-03
## 791 CvG LG23 12899001 12900000 4.593605e-05 1.952621e-03
## 793 CvL LG14 18855001 18856000 4.110208e-05 1.993148e-03
## 798 CvG LG23 14903001 14904000 5.887939e-05 2.336929e-03
## 809 CvG LG13 20182001 20183000 8.158648e-05 2.953565e-03
## 811 CvL LG19 11205001 11206000 7.208397e-05 2.986133e-03
## 815 CvL LG22 14741001 14742000 7.851346e-05 3.169533e-03
## 820 GvL LG3 4935001 4936000 9.120298e-05 3.497561e-03
## 828 CvL LG23 16018001 16019000 1.018267e-04 3.814784e-03
## 833 GvL LG16 4155001 4156000 1.089710e-04 3.970279e-03
## 835 GvL LG2 18177001 18178000 1.106263e-04 4.010517e-03
## 836 CvG LG14 6327001 6328000 1.269078e-04 4.024697e-03
## 838 CvL LG16 26528001 26529000 1.103630e-04 4.040542e-03
## 845 CvL LG16 3742001 3743000 1.402593e-04 4.746308e-03
## 856 GvL LG4 27824001 27825000 1.865201e-04 5.766922e-03
## 866 CvG LG19 11205001 11206000 2.760243e-04 6.916951e-03
## 867 CvL LG14 22891001 22892000 2.428580e-04 6.945162e-03
## 870 CvG LG2 29591001 29592000 3.554629e-04 8.199194e-03
## 873 CvL LG9 18953001 18954000 3.179732e-04 8.384006e-03
## 880 CvG LG9 18953001 18954000 4.280922e-04 9.267899e-03
## 885 CvL LG4 23725001 23726000 4.591796e-04 1.077333e-02
## 891 CvG LG3 16226001 16227000 6.670188e-04 1.251176e-02
## 902 CvG LG17 7877001 7878000 1.189240e-03 1.840431e-02
## 905 GvL LG13 17070001 17071000 1.080924e-03 1.882662e-02
## 906 CvG LG23 17693001 17694000 1.249894e-03 1.902907e-02
## 907 GvL LG7 26755001 26756000 1.166115e-03 1.981124e-02
## 908 CvL LG17 7877001 7878000 1.213597e-03 2.056450e-02
## 931 CvG LG10 23666001 23667000 2.629122e-03 3.076076e-02
## 938 CvL LG7 26755001 26756000 2.720053e-03 3.465892e-02
## 940 GvL LG13 24966001 24967000 2.868282e-03 3.541871e-02
## 944 GvL LG19 11890001 11891000 3.541455e-03 4.047655e-02
## meth.diff gene_id transcript_id gene_name
## 1 19.23948 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 3 19.89769 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 37 11.84145 ENSPREG00000010040 ENSPRET00000015020 gfap
## 64 10.06449 ENSPREG00000017867 ENSPRET00000026700 zbtb46
## 66 12.88600 ENSPREG00000014358 ENSPRET00000021468 rcc1l
## 70 10.27595 ENSPREG00000006443 ENSPRET00000009592 ANKRD50
## 71 10.48024 ENSPREG00000008541 ENSPRET00000012782 igf1rb
## 78 10.09296 ENSPREG00000017857 ENSPRET00000026952 syngap1b
## 84 11.89562 ENSPREG00000004053 ENSPRET00000005906 ccnyl1
## 88 11.47407 ENSPREG00000018480 ENSPRET00000027622 si:ch211-176g6.2
## 103 10.56826 ENSPREG00000008269 ENSPRET00000012304 p2rx1
## 104 15.86880 ENSPREG00000007804 ENSPRET00000011592 TCF7L1
## 109 13.59650 ENSPREG00000003428 ENSPRET00000005154 MYT1L
## 112 11.60302 ENSPREG00000009180 ENSPRET00000013623 rgs17
## 119 14.04474 ENSPREG00000009673 ENSPRET00000014419 tbc1d7
## 121 14.18673 ENSPREG00000007900 ENSPRET00000011734 pou5f3
## 133 10.42519 ENSPREG00000010341 ENSPRET00000015480 hic1
## 134 15.13130 ENSPREG00000000900 ENSPRET00000001221 pan2
## 135 10.02030 ENSPREG00000010000 ENSPRET00000014955 fhl3b
## 136 10.73955 ENSPREG00000005869 ENSPRET00000008718 nhsl2
## 145 11.53484 ENSPREG00000020137 ENSPRET00000030104 ppp1r13bb
## 149 12.85771 ENSPREG00000021266 ENSPRET00000031746 cxcr4a
## 183 11.47698 ENSPREG00000019704 ENSPRET00000029439 clint1a
## 189 10.52861 ENSPREG00000012582 ENSPRET00000018791 pknox2
## 191 11.17542 ENSPREG00000002499 ENSPRET00000003522 med30
## 208 10.75460 ENSPREG00000015185 ENSPRET00000022748 ptprz1b
## 213 11.88347 ENSPREG00000004332 ENSPRET00000006710 gramd1bb
## 216 12.51331 ENSPREG00000020143 ENSPRET00000030116 atp1a2a
## 222 11.90311 ENSPREG00000022759 ENSPRET00000033961 PRLHR
## 223 13.96213 ENSPREG00000009213 ENSPRET00000013690 mfsd9
## 239 10.87602 ENSPREG00000012527 ENSPRET00000018696 s100v2
## 240 13.28165 ENSPREG00000005385 ENSPRET00000007942 hoxd3a
## 241 15.99704 ENSPREG00000014534 ENSPRET00000021730 NXPE3
## 244 13.11596 ENSPREG00000021117 ENSPRET00000031527 tspan9a
## 258 10.46073 ENSPREG00000003428 ENSPRET00000005154 MYT1L
## 271 10.93262 ENSPREG00000005953 ENSPRET00000008809 rbpms2a
## 285 13.29682 ENSPREG00000009213 ENSPRET00000013690 mfsd9
## 294 11.08902 ENSPREG00000003791 ENSPRET00000005506 kif21a
## 299 10.46455 ENSPREG00000022534 ENSPRET00000033628 si:dkey-103j14.5
## 311 12.05469 ENSPREG00000012987 ENSPRET00000019433 grm5a
## 328 14.05236 ENSPREG00000018674 ENSPRET00000027932 KCNIP1
## 341 10.55939 ENSPREG00000006159 ENSPRET00000009152 tbc1d4
## 345 13.31390 ENSPREG00000008458 ENSPRET00000012578 aff3
## 349 10.68497 ENSPREG00000012946 ENSPRET00000019330 umad1
## 352 10.45341 ENSPREG00000008811 ENSPRET00000013228 fmnl2a
## 362 11.44077 ENSPREG00000001917 ENSPRET00000002710 cyb5r2
## 372 12.25754 ENSPREG00000001070 ENSPRET00000001537 abi1a
## 390 10.81338 ENSPREG00000019012 ENSPRET00000028473 cdc42bpab
## 400 -19.01626 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 402 -19.30979 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 405 -13.62358 ENSPREG00000010182 ENSPRET00000015234 tfap2e
## 414 -19.15004 ENSPREG00000001261 ENSPRET00000001765 gabrr2b
## 415 -10.52080 ENSPREG00000010182 ENSPRET00000015234 tfap2e
## 426 -12.15946 ENSPREG00000022573 ENSPRET00000033792 dock10
## 432 -11.33297 ENSPREG00000001609 ENSPRET00000002207 SH2B2
## 436 -15.31162 ENSPREG00000002366 ENSPRET00000003347 schip1
## 437 -10.22442 ENSPREG00000021264 ENSPRET00000031741 ppm1nb
## 457 -14.73496 ENSPREG00000017999 ENSPRET00000026915 cckb
## 462 -11.94605 ENSPREG00000021264 ENSPRET00000031741 ppm1nb
## 472 -12.53168 ENSPREG00000016408 ENSPRET00000024562 rhbdf1b
## 477 -10.46697 ENSPREG00000014625 ENSPRET00000022174 plecb
## 487 -13.12487 ENSPREG00000017999 ENSPRET00000026915 cckb
## 489 -10.88498 ENSPREG00000019084 ENSPRET00000028503 slc22a6l
## 499 -12.68160 ENSPREG00000006572 ENSPRET00000009800 adarb2
## 525 -12.19743 ENSPREG00000001261 ENSPRET00000001765 gabrr2b
## 526 -14.85780 ENSPREG00000015796 ENSPRET00000023644 ucmaa
## 527 -10.66278 ENSPREG00000015925 ENSPRET00000023828 hcfc2
## 528 -10.66278 ENSPREG00000015916 ENSPRET00000023803 elk3
## 546 -10.07470 ENSPREG00000016408 ENSPRET00000024562 rhbdf1b
## 572 -12.18779 ENSPREG00000016462 ENSPRET00000024616 adcyap1r1a
## 578 -12.68966 ENSPREG00000013671 ENSPRET00000020401 kcnh7
## 580 -11.79304 ENSPREG00000005367 ENSPRET00000007924 rai1
## 584 -10.83741 ENSPREG00000018075 ENSPRET00000027013 si:ch73-234b20.5
## 591 -11.16127 ENSPREG00000014625 ENSPRET00000022015 plecb
## 612 -11.22357 ENSPREG00000003250 ENSPRET00000004717 coasy
## 623 -10.34561 ENSPREG00000007961 ENSPRET00000011825 timm29
## 635 -10.19923 ENSPREG00000021228 ENSPRET00000031696 RILPL1
## 639 -11.65698 ENSPREG00000001337 ENSPRET00000001991 mettl17
## 644 -11.73545 ENSPREG00000011782 ENSPRET00000017608 map6b
## 655 -12.04834 ENSPREG00000014625 ENSPRET00000021980 plecb
## 657 -10.14620 ENSPREG00000001690 ENSPRET00000002333 si:ch211-166a6.5
## 661 -11.74143 ENSPREG00000013671 ENSPRET00000020401 kcnh7
## 662 -11.82541 ENSPREG00000009749 ENSPRET00000014529 ndnfl
## 665 -11.35817 ENSPREG00000008623 ENSPRET00000012828 p4ha3
## 667 -10.22853 ENSPREG00000016365 ENSPRET00000024471 NCKAP5
## 673 -11.51191 ENSPREG00000001337 ENSPRET00000001991 mettl17
## 675 -13.12461 ENSPREG00000017070 ENSPRET00000025556 TRIM67
## 677 -12.15207 ENSPREG00000002035 ENSPRET00000002820 PPFIBP2
## 702 -10.23538 ENSPREG00000006590 ENSPRET00000009855 ankrd13b
## 703 -11.50697 ENSPREG00000016306 ENSPRET00000024389 adam22
## 706 -12.40879 ENSPREG00000011860 ENSPRET00000017717 wnt3
## 716 -11.01492 ENSPREG00000009779 ENSPRET00000014575 stk17al
## 727 -15.74174 ENSPREG00000019012 ENSPRET00000028473 cdc42bpab
## 742 -10.09995 ENSPREG00000011504 ENSPRET00000017255 dhx37
## 752 -11.57880 ENSPREG00000014272 ENSPRET00000021536 ttll7
## 754 -10.43659 ENSPREG00000008053 ENSPRET00000012009 enpp1
## 758 -16.23113 ENSPREG00000012486 ENSPRET00000018624 aebp2
## 764 -14.36654 ENSPREG00000003839 ENSPRET00000005591 odf2b
## 765 -10.07421 ENSPREG00000000771 ENSPRET00000001151 slc2a11b
## 768 -12.24547 ENSPREG00000009248 ENSPRET00000013775 crlf1b
## 774 -11.02015 ENSPREG00000016990 ENSPRET00000025518 pikfyve
## 778 -11.80866 ENSPREG00000009248 ENSPRET00000013775 crlf1b
## 787 -11.35195 ENSPREG00000002035 ENSPRET00000002820 PPFIBP2
## 790 -11.70326 ENSPREG00000019160 ENSPRET00000028639 pamr1
## 791 -15.27067 ENSPREG00000012486 ENSPRET00000018624 aebp2
## 793 -11.03173 ENSPREG00000010094 ENSPRET00000015104 si:ch211-266i6.3
## 798 -10.03329 ENSPREG00000014514 ENSPRET00000021683 NXPE3
## 809 -10.62056 ENSPREG00000004332 ENSPRET00000006710 gramd1bb
## 811 -11.95915 ENSPREG00000003084 ENSPRET00000004492 vclb
## 815 -10.36966 ENSPREG00000003584 ENSPRET00000005270 pxdn
## 820 -11.76364 ENSPREG00000004177 ENSPRET00000006178 GLO1
## 828 -10.36958 ENSPREG00000015796 ENSPRET00000023644 ucmaa
## 833 -12.11174 ENSPREG00000019588 ENSPRET00000029269 hormad1
## 835 -13.62098 ENSPREG00000008458 ENSPRET00000012578 aff3
## 836 -12.43080 ENSPREG00000012987 ENSPRET00000019433 grm5a
## 838 -10.59160 ENSPREG00000014625 ENSPRET00000021980 plecb
## 845 -11.97095 ENSPREG00000019238 ENSPRET00000028734 bbs9
## 856 -10.60177 ENSPREG00000015627 ENSPRET00000023408 cpox
## 866 -10.79460 ENSPREG00000003084 ENSPRET00000004492 vclb
## 867 -11.80020 ENSPREG00000013600 ENSPRET00000020303 GPR119
## 870 -11.19587 ENSPREG00000002269 ENSPRET00000003194 gpc6b
## 873 -10.87273 ENSPREG00000018185 ENSPRET00000027248 smarcad1a
## 880 -10.43135 ENSPREG00000018185 ENSPRET00000027248 smarcad1a
## 885 -11.28514 ENSPREG00000008971 ENSPRET00000013338 dot1l
## 891 -10.38703 ENSPREG00000022779 ENSPRET00000033991 si:ch211-150g13.3
## 902 -10.61694 ENSPREG00000009789 ENSPRET00000014714 pde4ca
## 905 -10.54152 ENSPREG00000022797 ENSPRET00000034020 strn4
## 906 -10.27871 ENSPREG00000017738 ENSPRET00000026522 prl2
## 907 -10.93294 ENSPREG00000020560 ENSPRET00000030818 rbms2b
## 908 -11.03056 ENSPREG00000009789 ENSPRET00000014714 pde4ca
## 931 -10.82621 ENSPREG00000018674 ENSPRET00000027932 KCNIP1
## 938 -10.74583 ENSPREG00000020560 ENSPRET00000030818 rbms2b
## 940 -11.94053 ENSPREG00000010484 ENSPRET00000015712 flj13639
## 944 -10.88420 ENSPREG00000004341 ENSPRET00000006324 CAMK2G
geneticcrossdata10 <- DivOldSNPsgenesdfF[DivOldSNPsgenesdfF$gene_name %in% intgenesmethdif10, ]
geneticcrossdata10
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 78 LG2 6822365 NC024331 G 1 0 0 0
## 79 LG2 6829394 NC024331 C 1 0 0 0
## 80 LG2 6858629 NC024331 c 1 0 0 0
## 81 LG2 6873500 NC024331 C 1 0 0 0
## 82 LG2 6878303 NC024331 T 1 0 0 0
## 83 LG2 6885304 NC024331 G 1 0 0 0
## 180 LG2 8227218 NC024331 G 1 0 0 0
## 181 LG2 8229726 NC024331 T 1 0 0 0
## 182 LG2 8259795 NC024331 T 1 0 0 0
## 183 LG2 8301769 NC024331 a 1 0 0 0
## 184 LG2 8309267 NC024331 T 1 0 0 0
## 185 LG2 8309269 NC024331 A 1 0 0 0
## 186 LG2 8309314 NC024331 A 1 0 0 0
## 187 LG2 8330784 NC024331 G 1 0 0 0
## 469 LG2 14922212 NC024331 A 1 0 0 0
## 488 LG2 16659729 NC024331 A 1 0 0 0
## 489 LG2 16673655 NC024331 C 1 0 0 0
## 490 LG2 16686664 NC024331 C 1 0 0 0
## 492 LG2 18185807 NC024331 A 1 0 0 0
## 507 LG2 18336998 NC024331 A 1 0 0 0
## 508 LG2 18337204 NC024331 A 1 0 0 0
## 864 LG2 29592469 NC024331 A 1 0 0 0
## 865 LG2 29596678 NC024331 C 1 0 0 0
## 866 LG2 29622729 NC024331 G 1 0 0 0
## 867 LG2 29626200 NC024331 C 1 0 0 0
## 868 LG2 29627919 NC024331 A 1 0 0 0
## 897 LG2 33178480 NC024331 A 1 0 0 0
## 898 LG2 33178482 NC024331 G 1 0 0 0
## 899 LG2 33189699 NC024331 t 1 0 0 0
## 1074 LG3 4936175 NC024332 T 1 0 0 0
## 1101 LG3 7328935 NC024332 C 1 0 0 0
## 1333 LG3 16230675 NC024332 C 1 0 0 0
## 1334 LG3 16231297 NC024332 t 1 0 0 0
## 1335 LG3 16231298 NC024332 t 1 0 0 0
## 1336 LG3 16231300 NC024332 t 1 0 0 0
## 1337 LG3 16231428 NC024332 C 1 0 0 0
## 1338 LG3 16232414 NC024332 c 1 0 0 0
## 1339 LG3 16232464 NC024332 G 1 0 0 0
## 1431 LG3 26732596 NC024332 A 1 0 0 0
## 1432 LG3 26746969 NC024332 c 1 0 0 0
## 1459 LG4 8983267 NC024333 A 1 0 0 0
## 1693 LG4 23700972 NC024333 g 1 0 0 0
## 1694 LG4 23721086 NC024333 C 1 0 0 0
## 1695 LG4 23724496 NC024333 T 1 0 0 0
## 1727 LG4 23972809 NC024333 C 1 0 0 0
## 1746 LG4 27263033 NC024333 a 1 0 0 0
## 1747 LG4 27826587 NC024333 A 1 0 0 0
## 1748 LG4 27826598 NC024333 g 1 0 0 0
## 1749 LG4 27826615 NC024333 a 1 0 0 0
## 2179 LG6 2491676 NC024335 C 1 0 0 0
## 2266 LG6 20095377 NC024335 G 1 0 0 0
## 2267 LG6 20143738 NC024335 a 1 0 0 0
## 2525 LG7 23467633 NC024336 C 1 0 0 0
## 2526 LG7 23469672 NC024336 G 1 0 0 0
## 2527 LG7 23469689 NC024336 A 1 0 0 0
## 2528 LG7 23494043 NC024336 G 1 0 0 0
## 2529 LG7 23494416 NC024336 C 1 0 0 0
## 2530 LG7 23495783 NC024336 T 1 0 0 0
## 2531 LG7 23511827 NC024336 G 1 0 0 0
## 2532 LG7 23520888 NC024336 G 1 0 0 0
## 2533 LG7 23521276 NC024336 a 1 0 0 0
## 2534 LG7 23522735 NC024336 A 1 0 0 0
## 2535 LG7 23523880 NC024336 A 1 0 0 0
## 2536 LG7 23523894 NC024336 T 1 0 0 0
## 2537 LG7 23523906 NC024336 T 1 0 0 0
## 2580 LG7 26741309 NC024336 G 1 0 0 0
## 2581 LG7 26741310 NC024336 T 1 0 0 0
## 2582 LG7 26741909 NC024336 G 1 0 0 0
## 2583 LG7 26742198 NC024336 a 1 0 0 0
## 2584 LG7 26742205 NC024336 g 1 0 0 0
## 2585 LG7 26742237 NC024336 g 1 0 0 0
## 2730 LG8 2646061 NC024337 G 1 0 0 0
## 2861 LG8 23124360 NC024337 T 1 0 0 0
## 2862 LG8 23125154 NC024337 C 1 0 0 0
## 2996 LG9 10306581 NC024338 C 1 0 0 0
## 2997 LG9 10308019 NC024338 t 1 0 0 0
## 3115 LG9 22931940 NC024338 G 1 0 0 0
## 3123 LG9 23125475 NC024338 A 1 0 0 0
## 3124 LG9 23125550 NC024338 G 1 0 0 0
## 3125 LG9 23130911 NC024338 A 1 0 0 0
## 3173 LG9 27647187 NC024338 A 1 0 0 0
## 3174 LG9 27648001 NC024338 C 1 0 0 0
## 3175 LG9 27649290 NC024338 t 1 0 0 0
## 3176 LG9 27649303 NC024338 T 1 0 0 0
## 3177 LG9 27649337 NC024338 A 1 0 0 0
## 3178 LG9 27649364 NC024338 A 1 0 0 0
## 3179 LG9 27649379 NC024338 G 1 0 0 0
## 3180 LG9 27650640 NC024338 A 1 0 0 0
## 3208 LG10 2349658 NC024339 G 1 0 0 0
## 3725 LG10 28192213 NC024339 G 1 0 0 0
## 3868 LG11 6449632 NC024340 G 1 0 0 0
## 4436 LG12 3566457 NC024341 g 1 0 0 0
## 4437 LG12 3567037 NC024341 t 1 0 0 0
## 4438 LG12 3568929 NC024341 G 1 0 0 0
## 4439 LG12 3572958 NC024341 T 1 0 0 0
## 4440 LG12 3572998 NC024341 T 1 0 0 0
## 4441 LG12 3572999 NC024341 G 1 0 0 0
## 4442 LG12 3574711 NC024341 G 1 0 0 0
## 4443 LG12 3576824 NC024341 C 1 0 0 0
## 4444 LG12 3576841 NC024341 G 1 0 0 0
## 4445 LG12 3578433 NC024341 G 1 0 0 0
## 4489 LG12 3841684 NC024341 G 1 0 0 0
## 4954 LG12 14070994 NC024341 C 1 0 0 0
## 4955 LG12 14074470 NC024341 A 1 0 0 0
## 4956 LG12 14091480 NC024341 T 1 0 0 0
## 4957 LG12 14091850 NC024341 t 1 1 0 0
## 4958 LG12 14091884 NC024341 c 1 1 0 0
## 6213 LG13 1533408 NC024342 c 1 0 0 0
## 6214 LG13 1533909 NC024342 G 1 0 0 0
## 6215 LG13 1533980 NC024342 g 1 0 0 0
## 6216 LG13 1534894 NC024342 A 1 0 0 0
## 6217 LG13 1535455 NC024342 a 1 0 1 0
## 6218 LG13 1535458 NC024342 a 1 0 1 0
## 6219 LG13 1535575 NC024342 t 1 0 0 0
## 6220 LG13 1535599 NC024342 T 1 0 0 0
## 6221 LG13 1535606 NC024342 G 1 0 0 0
## 6222 LG13 1536090 NC024342 G 1 0 1 0
## 6223 LG13 1536143 NC024342 T 1 0 0 0
## 6224 LG13 1536283 NC024342 a 1 0 1 0
## 6225 LG13 1536611 NC024342 t 1 0 0 0
## 6226 LG13 1536760 NC024342 G 1 0 0 0
## 6227 LG13 1536888 NC024342 T 1 0 0 0
## 6228 LG13 1537062 NC024342 a 1 0 0 0
## 6229 LG13 1537828 NC024342 G 1 0 0 0
## 6230 LG13 1537947 NC024342 C 1 0 0 0
## 6231 LG13 1538299 NC024342 T 1 0 0 0
## 6232 LG13 1538526 NC024342 G 1 0 0 0
## 6233 LG13 1538712 NC024342 A 1 0 0 0
## 6234 LG13 1538989 NC024342 C 1 0 0 0
## 6235 LG13 1538990 NC024342 G 1 0 0 0
## 6236 LG13 1539677 NC024342 C 1 0 0 0
## 6237 LG13 1539800 NC024342 G 1 0 0 0
## 6238 LG13 1539957 NC024342 T 1 0 0 0
## 6239 LG13 1541013 NC024342 a 1 0 0 0
## 6240 LG13 1541529 NC024342 C 1 0 0 0
## 6241 LG13 1541538 NC024342 c 1 0 0 0
## 6242 LG13 1541541 NC024342 a 1 0 0 0
## 6243 LG13 1541673 NC024342 g 1 0 0 0
## 6244 LG13 1543716 NC024342 C 1 0 0 0
## 6245 LG13 1544277 NC024342 g 1 0 0 0
## 6246 LG13 1544632 NC024342 G 1 0 0 0
## 6247 LG13 1544634 NC024342 A 1 0 0 0
## 6248 LG13 1544756 NC024342 C 1 0 1 0
## 6249 LG13 1544811 NC024342 T 1 0 1 0
## 8312 LG13 3102231 NC024342 C 1 0 0 0
## 8313 LG13 3102422 NC024342 A 1 0 1 0
## 8314 LG13 3102569 NC024342 C 1 0 1 0
## 8315 LG13 3102795 NC024342 G 1 0 0 0
## 8316 LG13 3102878 NC024342 A 1 0 1 0
## 8317 LG13 3102909 NC024342 A 1 0 1 0
## 8318 LG13 3103843 NC024342 C 1 0 1 0
## 8319 LG13 3103997 NC024342 t 1 0 0 0
## 8320 LG13 3104287 NC024342 t 1 0 0 0
## 8321 LG13 3104403 NC024342 t 1 0 0 0
## 8322 LG13 3104631 NC024342 a 1 0 0 0
## 8323 LG13 3105678 NC024342 A 1 0 0 0
## 8324 LG13 3105890 NC024342 G 1 0 0 0
## 8325 LG13 3106026 NC024342 A 1 0 0 0
## 8326 LG13 3106071 NC024342 G 1 0 0 0
## 8327 LG13 3107072 NC024342 G 1 0 0 0
## 8328 LG13 3107275 NC024342 G 1 0 0 0
## 8329 LG13 3107463 NC024342 T 1 0 0 0
## 8330 LG13 3107464 NC024342 G 1 0 0 0
## 8331 LG13 3108054 NC024342 T 1 0 0 0
## 8332 LG13 3108123 NC024342 T 1 0 0 0
## 8333 LG13 3108214 NC024342 t 1 0 0 0
## 8334 LG13 3108303 NC024342 A 1 0 0 0
## 10366 LG13 4843661 NC024342 C 1 0 1 0
## 10368 LG13 4843669 NC024342 G 1 0 1 0
## 10370 LG13 4843818 NC024342 A 1 0 1 0
## 10372 LG13 4844278 NC024342 C 1 0 1 0
## 10373 LG13 4844727 NC024342 A 1 0 1 0
## 10374 LG13 4844739 NC024342 T 1 0 1 0
## 10375 LG13 4845098 NC024342 T 1 0 0 0
## 10376 LG13 4845252 NC024342 a 1 0 0 0
## 10377 LG13 4845255 NC024342 c 1 0 0 0
## 10378 LG13 4845524 NC024342 G 1 0 0 0
## 10379 LG13 4845567 NC024342 A 1 0 0 0
## 10380 LG13 4845856 NC024342 C 1 0 0 0
## 10381 LG13 4846198 NC024342 G 1 0 0 0
## 10382 LG13 4847035 NC024342 C 1 0 0 0
## 10383 LG13 4847115 NC024342 C 1 0 0 0
## 10384 LG13 4847396 NC024342 g 1 0 1 0
## 10385 LG13 4847488 NC024342 G 1 0 1 0
## 10386 LG13 4847499 NC024342 G 1 0 0 0
## 10387 LG13 4847776 NC024342 g 1 0 0 0
## 10388 LG13 4847907 NC024342 a 1 0 0 0
## 10389 LG13 4847945 NC024342 t 1 0 1 0
## 10390 LG13 4847987 NC024342 t 1 0 0 0
## 10391 LG13 4847989 NC024342 c 1 0 1 0
## 10392 LG13 4848430 NC024342 A 1 0 0 0
## 10393 LG13 4848574 NC024342 G 1 0 0 0
## 10394 LG13 4848648 NC024342 T 1 0 0 0
## 10395 LG13 4848769 NC024342 g 1 0 1 0
## 10396 LG13 4849074 NC024342 T 1 0 0 0
## 10397 LG13 4849788 NC024342 C 1 0 1 0
## 10398 LG13 4849819 NC024342 C 1 0 1 0
## 10399 LG13 4849824 NC024342 A 1 0 0 0
## 10400 LG13 4850049 NC024342 g 1 0 1 0
## 10401 LG13 4850525 NC024342 G 1 0 1 0
## 10402 LG13 4850529 NC024342 T 1 0 0 0
## 10403 LG13 4851207 NC024342 T 1 0 0 0
## 10404 LG13 4851284 NC024342 A 1 0 0 0
## 10405 LG13 4851325 NC024342 C 1 0 0 0
## 10406 LG13 4851408 NC024342 C 1 0 0 0
## 10407 LG13 4851415 NC024342 A 1 0 0 0
## 10408 LG13 4851421 NC024342 A 1 0 0 0
## 10409 LG13 4851481 NC024342 T 1 0 0 0
## 10410 LG13 4852326 NC024342 G 1 0 0 0
## 10411 LG13 4852438 NC024342 a 1 0 0 0
## 10412 LG13 4852901 NC024342 g 1 0 0 0
## 10413 LG13 4852917 NC024342 C 1 0 0 0
## 10414 LG13 4853285 NC024342 G 1 0 0 0
## 12172 LG13 16683006 NC024342 T 1 0 1 0
## 12173 LG13 16690192 NC024342 T 1 0 0 0
## 12174 LG13 16698189 NC024342 G 1 0 1 0
## 12175 LG13 16705116 NC024342 G 1 0 0 0
## 12176 LG13 16708952 NC024342 T 1 0 0 0
## 12177 LG13 16710919 NC024342 G 1 0 0 0
## 12193 LG13 16972017 NC024342 G 1 0 1 0
## 12199 LG13 17061435 NC024342 T 1 0 0 0
## 12235 LG13 18418725 NC024342 g 1 0 0 0
## 12236 LG13 18424983 NC024342 C 1 0 0 0
## 12237 LG13 18427899 NC024342 T 1 0 0 0
## 12257 LG13 18866464 NC024342 G 1 0 1 0
## 12258 LG13 18877782 NC024342 A 1 0 1 0
## 12259 LG13 18906054 NC024342 T 1 0 0 0
## 12260 LG13 18906104 NC024342 t 1 0 0 0
## 12261 LG13 18906264 NC024342 G 1 0 0 0
## 12262 LG13 18906269 NC024342 A 1 0 0 0
## 12263 LG13 18978299 NC024342 a 1 0 0 0
## 12264 LG13 18982573 NC024342 T 1 0 0 0
## 12265 LG13 18983780 NC024342 A 1 0 1 0
## 12266 LG13 18994545 NC024342 G 1 0 0 0
## 12267 LG13 19015225 NC024342 a 1 0 1 0
## 12268 LG13 19050643 NC024342 T 1 0 0 0
## 12269 LG13 19050654 NC024342 C 1 0 1 0
## 12270 LG13 19059385 NC024342 G 1 0 0 0
## 12271 LG13 19059392 NC024342 G 1 0 0 0
## 12272 LG13 19063984 NC024342 g 1 0 0 0
## 12306 LG13 20185522 NC024342 t 1 1 0 0
## 12307 LG13 20196634 NC024342 A 1 0 1 0
## 12348 LG13 22021995 NC024342 c 1 0 0 0
## 12349 LG13 22024325 NC024342 T 1 0 0 0
## 12350 LG13 22037538 NC024342 g 1 1 0 0
## 12987 LG14 18858862 NC024343 c 1 0 0 0
## 13130 LG14 22893792 NC024343 G 1 0 0 0
## 13620 LG16 2399761 NC024345 a 1 0 0 0
## 13664 LG16 3638559 NC024345 c 1 0 0 0
## 13665 LG16 3647959 NC024345 C 1 0 0 0
## 13666 LG16 3677640 NC024345 a 1 0 0 0
## 13667 LG16 3677765 NC024345 t 1 0 0 0
## 13668 LG16 3710420 NC024345 A 1 0 0 0
## 13669 LG16 4148564 NC024345 G 1 0 0 0
## 13915 LG16 14857991 NC024345 g 1 0 0 0
## 13917 LG16 14858336 NC024345 A 1 0 0 0
## 13919 LG16 14861556 NC024345 C 1 0 0 0
## 13996 LG16 26490458 NC024345 G 1 0 0 0
## 14276 LG17 16575762 NC024346 T 1 0 0 0
## 14277 LG17 16575787 NC024346 G 1 0 0 0
## 14311 LG17 17262380 NC024346 T 1 0 0 0
## 14312 LG17 17265758 NC024346 C 1 0 0 0
## 15281 LG18 5564827 NC024347 a 1 0 0 0
## 15282 LG18 5571489 NC024347 G 1 0 0 0
## 15283 LG18 5628477 NC024347 t 1 0 0 0
## 15644 LG19 11830776 NC024348 C 1 0 0 0
## 15645 LG19 11839709 NC024348 A 1 0 0 0
## 15646 LG19 11868148 NC024348 t 1 1 0 0
## 15647 LG19 11868172 NC024348 T 1 1 0 0
## 15648 LG19 11872155 NC024348 G 1 0 0 0
## 15649 LG19 11872172 NC024348 G 1 0 0 0
## 15650 LG19 11875020 NC024348 C 1 0 0 0
## 15651 LG19 11884213 NC024348 C 1 0 0 0
## 15652 LG19 11885377 NC024348 t 1 0 0 0
## 15904 LG19 17205366 NC024348 A 1 1 0 0
## 15905 LG19 17205384 NC024348 A 1 0 0 0
## 15906 LG19 17205593 NC024348 A 1 0 0 0
## 15907 LG19 17205929 NC024348 C 1 0 0 0
## 15908 LG19 17211152 NC024348 G 1 0 0 0
## 15909 LG19 17214080 NC024348 C 1 0 0 0
## 15910 LG19 17214162 NC024348 c 1 1 0 0
## 15911 LG19 17214430 NC024348 A 1 0 0 0
## 15912 LG19 17214470 NC024348 G 1 0 0 0
## 15913 LG19 17214519 NC024348 C 1 1 0 0
## 15914 LG19 17215601 NC024348 c 1 1 0 0
## 15915 LG19 17217335 NC024348 C 1 0 0 0
## 15916 LG19 17224332 NC024348 A 1 0 0 0
## 15917 LG19 17226215 NC024348 a 1 0 0 0
## 15918 LG19 17230638 NC024348 G 1 0 0 0
## 15919 LG19 17236644 NC024348 g 1 1 0 0
## 15921 LG19 17237776 NC024348 C 1 1 0 0
## 15923 LG19 17241466 NC024348 A 1 0 0 0
## 16252 LG19 21733914 NC024348 G 1 0 0 0
## 16253 LG19 21735095 NC024348 A 1 0 0 0
## 16254 LG19 21735351 NC024348 A 1 1 0 0
## 16255 LG19 21735648 NC024348 T 1 0 0 0
## 16256 LG19 21743813 NC024348 G 1 0 0 0
## 16257 LG19 21744627 NC024348 c 1 0 0 0
## 16258 LG19 21744813 NC024348 A 1 1 0 0
## 16312 LG20 2728017 NC024349 T 1 0 0 0
## 16313 LG20 2738190 NC024349 C 1 0 0 0
## 16314 LG20 2738195 NC024349 A 1 0 0 0
## 16315 LG20 2740120 NC024349 t 1 0 0 0
## 16316 LG20 2747681 NC024349 C 1 0 0 0
## 16317 LG20 2750778 NC024349 T 1 1 0 0
## 16318 LG20 2752663 NC024349 C 1 0 0 0
## 16319 LG20 2758643 NC024349 t 1 0 0 0
## 16320 LG20 2775555 NC024349 G 1 0 0 0
## 16321 LG20 2775596 NC024349 A 1 0 0 0
## 16322 LG20 2780078 NC024349 C 1 0 0 0
## 16323 LG20 2787150 NC024349 G 1 0 0 0
## 16324 LG20 2790389 NC024349 t 1 0 0 0
## 16325 LG20 2815043 NC024349 C 1 0 0 0
## 16326 LG20 2836355 NC024349 C 1 0 0 0
## 16327 LG20 2836535 NC024349 C 1 0 0 0
## 16328 LG20 2836680 NC024349 A 1 0 0 0
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## 25719 LG21 10902902 NC024350 T 0 1 0 0
## 25720 LG21 10903397 NC024350 A 0 1 0 0
## 25721 LG21 10904187 NC024350 C 0 1 0 0
## 25722 LG21 10904596 NC024350 T 0 1 0 0
## 25723 LG21 10904682 NC024350 a 0 1 0 0
## 25724 LG21 10906202 NC024350 G 0 1 0 0
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## 25727 LG21 10906873 NC024350 A 0 1 0 0
## 25728 LG21 10907734 NC024350 C 0 1 0 0
## 25729 LG21 10907972 NC024350 A 0 1 0 0
## 25730 LG21 10908178 NC024350 G 0 1 0 0
## 25731 LG21 10909873 NC024350 G 0 1 0 0
## 25732 LG21 10910534 NC024350 T 0 1 0 0
## 25733 LG21 10910541 NC024350 A 0 1 0 0
## 25734 LG21 10910563 NC024350 G 0 1 0 0
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## 25736 LG21 10911262 NC024350 t 0 1 0 0
## 25737 LG21 10911322 NC024350 G 0 1 0 0
## 25738 LG21 10912233 NC024350 a 0 1 0 0
## 25739 LG21 10914310 NC024350 C 0 1 0 0
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## 25745 LG21 10918623 NC024350 C 0 1 0 0
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## 25747 LG21 10921110 NC024350 G 0 1 0 0
## 25748 LG21 10922189 NC024350 C 0 1 0 0
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## 25750 LG21 10924811 NC024350 a 0 1 0 0
## 25751 LG21 10924943 NC024350 C 0 1 0 0
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## 25753 LG21 10930868 NC024350 A 0 1 0 0
## 25754 LG21 10930870 NC024350 T 0 1 0 0
## 25755 LG21 10931889 NC024350 G 0 1 0 0
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## 25759 LG21 10932383 NC024350 a 0 1 0 0
## 25760 LG21 10932525 NC024350 a 0 1 0 0
## 25761 LG21 10932542 NC024350 G 0 1 0 0
## 25762 LG21 10932691 NC024350 C 0 1 0 0
## 25763 LG21 10932700 NC024350 C 0 1 0 0
## 25764 LG21 10936408 NC024350 c 0 1 0 0
## 25765 LG21 10937573 NC024350 C 0 1 0 0
## 26121 LG21 20721917 NC024350 G 0 1 0 0
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## 26123 LG21 20722140 NC024350 G 0 1 0 0
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## 26128 LG21 20736449 NC024350 a 0 1 0 0
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## 26131 LG21 20736952 NC024350 G 0 1 0 0
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## 26133 LG21 20740610 NC024350 G 0 1 0 0
## 26134 LG21 20743175 NC024350 c 0 1 0 0
## 26135 LG21 20743189 NC024350 A 0 1 0 0
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## 26137 LG21 20746780 NC024350 c 0 1 0 0
## 26138 LG21 20746931 NC024350 G 0 1 0 0
## 26139 LG21 20748076 NC024350 G 0 1 0 0
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## 26147 LG21 20751677 NC024350 A 0 1 0 0
## 26148 LG21 20752333 NC024350 A 0 1 0 0
## 26149 LG21 20752889 NC024350 G 0 1 0 0
## 26150 LG21 20754173 NC024350 C 0 1 0 0
## 26151 LG21 20754696 NC024350 c 0 1 0 0
## 26152 LG21 20755316 NC024350 G 0 1 0 0
## 26153 LG21 20756015 NC024350 A 0 1 0 0
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## 26155 LG21 20756136 NC024350 C 0 1 0 0
## 26156 LG21 20756204 NC024350 G 0 1 0 0
## 26157 LG21 20758769 NC024350 G 0 1 0 0
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## 26159 LG21 20759094 NC024350 A 0 1 0 0
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## 26161 LG21 20760780 NC024350 C 0 1 0 0
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## 26163 LG21 20760934 NC024350 A 0 1 0 0
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## 26168 LG21 20763561 NC024350 C 0 1 0 0
## 26169 LG21 20763569 NC024350 A 0 1 0 0
## 26170 LG21 20763573 NC024350 C 0 1 0 0
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## 26172 LG21 20763738 NC024350 C 0 1 0 0
## 26173 LG21 20764612 NC024350 G 0 1 0 0
## 26174 LG21 20764871 NC024350 G 0 1 0 0
## 26175 LG21 20765019 NC024350 A 0 1 0 0
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## 26178 LG21 20769574 NC024350 C 0 1 0 0
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## 26181 LG21 20772350 NC024350 C 0 1 0 0
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## 26190 LG21 20779250 NC024350 G 0 1 0 0
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## 26192 LG21 20779369 NC024350 A 0 1 0 0
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## 26204 LG21 20785970 NC024350 A 0 1 0 0
## 26205 LG21 20790636 NC024350 C 0 1 0 0
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## 26213 LG21 20802367 NC024350 C 0 1 0 0
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## 26217 LG21 20804625 NC024350 A 0 1 0 0
## 26218 LG21 20805652 NC024350 C 0 1 0 0
## 26219 LG21 20806039 NC024350 a 0 1 0 0
## 26612 LG22 14754402 NC024351 G 0 1 0 0
## 26613 LG22 14768927 NC024351 C 0 1 0 0
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## 26615 LG22 14774307 NC024351 C 0 1 0 0
## 26746 LG23 16012610 NC024352 a 0 1 0 0
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 78 0.000000050 0.000061980 0.004153550 0.003197360 ENSPREG00000013671
## 79 0.000000080 0.000287100 0.343805830 0.028959750 ENSPREG00000013671
## 80 0.000000010 0.000009920 0.000851450 0.001043430 ENSPREG00000013671
## 81 0.000000001 0.000015180 0.707379860 0.005714210 ENSPREG00000013671
## 82 0.000000020 0.005904210 0.150004000 0.003459990 ENSPREG00000013671
## 83 0.000000001 0.013419000 0.000012420 0.016956200 ENSPREG00000013671
## 180 0.000000130 0.073857690 0.135432850 0.001054600 ENSPREG00000016365
## 181 0.000000030 0.369579530 0.035671480 0.003066050 ENSPREG00000016365
## 182 0.000000010 0.300850060 0.071975150 0.000100180 ENSPREG00000016365
## 183 0.000000090 0.305489460 0.539539000 0.215956290 ENSPREG00000016365
## 184 0.000000001 0.005416280 0.165619320 0.056648570 ENSPREG00000016365
## 185 0.000000001 0.005601810 0.397958930 0.047491880 ENSPREG00000016365
## 186 0.000000001 0.000109200 0.077436490 0.031000560 ENSPREG00000016365
## 187 0.000000001 0.371077290 0.998155260 0.032551280 ENSPREG00000016365
## 469 0.000000010 0.051067090 0.366722210 0.025736770 ENSPREG00000004053
## 488 0.000000040 0.693952050 0.654100240 0.638517600 ENSPREG00000006159
## 489 0.000000070 0.134397290 0.512746480 0.162484980 ENSPREG00000006159
## 490 0.000000001 0.820606830 0.838824220 0.142032270 ENSPREG00000006159
## 492 0.000000060 0.426900550 0.298931900 0.961681760 ENSPREG00000008458
## 507 0.000000110 0.001160730 0.000664960 0.163560900 ENSPREG00000009213
## 508 0.000000060 0.544353340 0.006030400 0.922608630 ENSPREG00000009213
## 864 0.000000010 0.116181470 0.633709670 0.682523190 ENSPREG00000002269
## 865 0.000000020 0.214520860 0.206985700 0.878113240 ENSPREG00000002269
## 866 0.000000060 0.012876740 0.266092050 0.023076880 ENSPREG00000002269
## 867 0.000000070 0.009080270 0.674924120 0.474450900 ENSPREG00000002269
## 868 0.000000010 0.004650080 0.126457410 0.700685440 ENSPREG00000002269
## 897 0.000000040 0.000000180 0.138471030 0.009525600 ENSPREG00000008811
## 898 0.000000090 0.000000170 0.170910540 0.004970860 ENSPREG00000008811
## 899 0.000000120 0.016853160 0.063973440 0.496185230 ENSPREG00000008811
## 1074 0.000000010 0.000888620 0.056128150 0.000010900 ENSPREG00000004177
## 1101 0.000000110 0.000509800 0.091348160 0.038633420 ENSPREG00000005953
## 1333 0.000000060 0.000493800 0.037490300 0.142849340 ENSPREG00000022779
## 1334 0.000000020 0.000751210 0.110055260 0.046513620 ENSPREG00000022779
## 1335 0.000000020 0.000660230 0.114056630 0.054736510 ENSPREG00000022779
## 1336 0.000000010 0.001287480 0.123203860 0.051816950 ENSPREG00000022779
## 1337 0.000000060 0.082300800 0.000667300 0.024514510 ENSPREG00000022779
## 1338 0.000000070 0.149544820 0.048771340 0.011207720 ENSPREG00000022779
## 1339 0.000000090 0.032386470 0.318461920 0.003249700 ENSPREG00000022779
## 1431 0.000000040 0.026754590 0.085762450 0.831946640 ENSPREG00000008541
## 1432 0.000000080 0.047396880 0.037444870 0.042079550 ENSPREG00000008541
## 1459 0.000000040 0.160589680 0.004303510 0.611379450 ENSPREG00000009044
## 1693 0.000000070 0.004007070 0.841076190 0.873326330 ENSPREG00000008971
## 1694 0.000000180 0.000000190 0.579060470 0.260501590 ENSPREG00000008971
## 1695 0.000000020 0.000082290 0.330107980 0.816719330 ENSPREG00000008971
## 1727 0.000000050 0.000530740 0.039063830 0.330603830 ENSPREG00000009248
## 1746 0.000000010 0.000153170 0.791348770 0.655576050 ENSPREG00000014272
## 1747 0.000000010 0.010590820 0.004362650 0.445677850 ENSPREG00000015627
## 1748 0.000000001 0.010055440 0.007479760 0.715595340 ENSPREG00000015627
## 1749 0.000000001 0.016816040 0.010479860 0.957859410 ENSPREG00000015627
## 2179 0.000000050 0.000191090 0.151628790 0.983231780 ENSPREG00000003791
## 2266 0.000000010 0.001107930 0.683288510 0.765811390 ENSPREG00000001917
## 2267 0.000000010 0.000000420 0.001242270 0.010453330 ENSPREG00000002035
## 2525 0.000000060 0.000697930 0.866395150 0.626297730 ENSPREG00000017867
## 2526 0.000000100 0.001353900 0.918158180 0.629884810 ENSPREG00000017867
## 2527 0.000000090 0.001356700 0.515333270 0.697167100 ENSPREG00000017867
## 2528 0.000000110 0.001429680 0.174927980 0.107157200 ENSPREG00000017867
## 2529 0.000000001 0.000011600 0.850544890 0.362202680 ENSPREG00000017867
## 2530 0.000000130 0.037449710 0.971172020 0.012537180 ENSPREG00000017867
## 2531 0.000000130 0.040113040 0.220056700 0.601783330 ENSPREG00000017867
## 2532 0.000000001 0.000347790 0.559767830 0.868972180 ENSPREG00000017867
## 2533 0.000000100 0.015164890 0.365285340 0.318224900 ENSPREG00000017867
## 2534 0.000000130 0.003823550 0.735138180 0.370397360 ENSPREG00000017867
## 2535 0.000000001 0.001478420 0.977433930 0.268009310 ENSPREG00000017867
## 2536 0.000000060 0.007423210 0.130984050 0.688046620 ENSPREG00000017867
## 2537 0.000000040 0.007419600 0.163585430 0.788590530 ENSPREG00000017867
## 2580 0.000000110 0.000009630 0.228101460 0.186133720 ENSPREG00000020560
## 2581 0.000000040 0.000012060 0.426950630 0.174080240 ENSPREG00000020560
## 2582 0.000000010 0.135590830 0.258127330 0.202333000 ENSPREG00000020560
## 2583 0.000000040 0.000049060 0.037373210 0.009122430 ENSPREG00000020560
## 2584 0.000000030 0.000101050 0.063552410 0.009898450 ENSPREG00000020560
## 2585 0.000000050 0.000081830 0.027194950 0.053277120 ENSPREG00000020560
## 2730 0.000000100 0.000000230 0.004562700 0.000618950 ENSPREG00000007961
## 2861 0.000000040 0.017352350 0.458232280 0.104834150 ENSPREG00000005367
## 2862 0.000000090 0.084772420 0.354948220 0.028423250 ENSPREG00000005367
## 2996 0.000000050 0.656693310 0.144578220 0.994426300 ENSPREG00000003839
## 2997 0.000000050 0.315315950 0.134902760 0.010920570 ENSPREG00000003839
## 3115 0.000000020 0.273338610 0.175670670 0.013894060 ENSPREG00000000771
## 3123 0.000000110 0.075433310 0.348395860 0.158872620 ENSPREG00000001690
## 3124 0.000000170 0.008237900 0.125516400 0.015473380 ENSPREG00000001690
## 3125 0.000000230 0.000045450 0.985182990 0.014562820 ENSPREG00000001690
## 3173 0.000000110 0.323346840 0.632975140 0.190639000 ENSPREG00000007804
## 3174 0.000000040 0.988384550 0.685585940 0.434914320 ENSPREG00000007804
## 3175 0.000000010 0.392458540 0.038943670 0.005177030 ENSPREG00000007804
## 3176 0.000000001 0.267461090 0.059456200 0.010283210 ENSPREG00000007804
## 3177 0.000000001 0.203986250 0.055704230 0.035376150 ENSPREG00000007804
## 3178 0.000000001 0.044370450 0.170725280 0.166607370 ENSPREG00000007804
## 3179 0.000000020 0.053345640 0.133052230 0.267565130 ENSPREG00000007804
## 3180 0.000000020 0.380265620 0.419085110 0.528576330 ENSPREG00000007804
## 3208 0.000000070 0.110109940 0.416793200 0.198646140 ENSPREG00000019704
## 3725 0.000000010 0.000014420 0.719848550 0.576634950 ENSPREG00000006443
## 3868 0.000000150 0.000597100 0.023270570 0.072190690 ENSPREG00000017999
## 4436 0.000000050 0.128074260 0.890221610 0.715530500 ENSPREG00000017717
## 4437 0.000000010 0.017717580 0.027903100 0.000240980 ENSPREG00000017717
## 4438 0.000000010 0.544161180 0.091848460 0.006594980 ENSPREG00000017717
## 4439 0.000000160 0.028443440 0.029402060 0.772848670 ENSPREG00000017717
## 4440 0.000000070 0.201503080 0.019511590 0.988971260 ENSPREG00000017717
## 4441 0.000000020 0.137522780 0.036718460 0.928461390 ENSPREG00000017717
## 4442 0.000000030 0.000622900 0.161224920 0.176191900 ENSPREG00000017717
## 4443 0.000000001 0.003419220 0.339422520 0.011953560 ENSPREG00000017717
## 4444 0.000000001 0.000503290 0.068868930 0.006784260 ENSPREG00000017717
## 4445 0.000000110 0.000241870 0.440769680 0.050965000 ENSPREG00000017717
## 4489 0.000000010 0.198239130 0.577632630 0.242497570 ENSPREG00000018075
## 4954 0.000000050 0.000047870 0.000647230 0.002285180 ENSPREG00000007900
## 4955 0.000000160 0.000006460 0.084129830 0.000002120 ENSPREG00000007900
## 4956 0.000000100 0.000000630 0.002066750 0.000013630 ENSPREG00000007900
## 4957 0.000000140 0.000000001 0.004363970 0.000551580 ENSPREG00000007900
## 4958 0.000000010 0.000000001 0.004953360 0.001106470 ENSPREG00000007900
## 6213 0.000000001 0.056038440 0.004845110 0.200980220 ENSPREG00000008623
## 6214 0.000000001 0.053402720 0.116910910 0.632637820 ENSPREG00000008623
## 6215 0.000000001 0.010940250 0.354878540 0.532073250 ENSPREG00000008623
## 6216 0.000000001 0.060356640 0.000280640 0.642006650 ENSPREG00000008623
## 6217 0.000000010 0.024883580 0.000000001 0.251920370 ENSPREG00000008623
## 6218 0.000000010 0.031402370 0.000000140 0.905012750 ENSPREG00000008623
## 6219 0.000000001 0.090313140 0.000003950 0.961540960 ENSPREG00000008623
## 6220 0.000000001 0.401392930 0.000007250 0.719182040 ENSPREG00000008623
## 6221 0.000000001 0.000981670 0.000000890 0.355804300 ENSPREG00000008623
## 6222 0.000000001 0.045144480 0.000000001 0.981277460 ENSPREG00000008623
## 6223 0.000000001 0.146780480 0.000030610 0.302958550 ENSPREG00000008623
## 6224 0.000000080 0.002169490 0.000000010 0.494861620 ENSPREG00000008623
## 6225 0.000000001 0.056908670 0.000005890 0.963401880 ENSPREG00000008623
## 6226 0.000000020 0.723844290 0.000000550 0.397154130 ENSPREG00000008623
## 6227 0.000000001 0.441471180 0.000009370 0.448130390 ENSPREG00000008623
## 6228 0.000000001 0.236790040 0.085192770 0.421054990 ENSPREG00000008623
## 6229 0.000000001 0.457417520 0.000065630 0.363718360 ENSPREG00000008623
## 6230 0.000000020 0.106492250 0.032845680 0.944694060 ENSPREG00000008623
## 6231 0.000000040 0.044930240 0.000078180 0.423380580 ENSPREG00000008623
## 6232 0.000000020 0.483220410 0.000027080 0.451218920 ENSPREG00000008623
## 6233 0.000000001 0.025499560 0.000447790 0.494278710 ENSPREG00000008623
## 6234 0.000000030 0.056864150 0.000144010 0.890846230 ENSPREG00000008623
## 6235 0.000000020 0.191065590 0.000038160 0.712041660 ENSPREG00000008623
## 6236 0.000000001 0.148295020 0.000254050 0.501431990 ENSPREG00000008623
## 6237 0.000000001 0.000148100 0.000005580 0.001847080 ENSPREG00000008623
## 6238 0.000000001 0.000332780 0.000082070 0.496223640 ENSPREG00000008623
## 6239 0.000000040 0.151885680 0.008914680 0.815498610 ENSPREG00000008623
## 6240 0.000000001 0.047436130 0.000011100 0.642493480 ENSPREG00000008623
## 6241 0.000000001 0.082670390 0.000006580 0.712949040 ENSPREG00000008623
## 6242 0.000000001 0.043350150 0.000005760 0.856186900 ENSPREG00000008623
## 6243 0.000000001 0.293891760 0.000002450 0.660135810 ENSPREG00000008623
## 6244 0.000000001 0.004988940 0.002844820 0.414940320 ENSPREG00000008623
## 6245 0.000000001 0.019359430 0.000790380 0.168656560 ENSPREG00000008623
## 6246 0.000000001 0.014242830 0.000003610 0.791900510 ENSPREG00000008623
## 6247 0.000000001 0.009350300 0.000000840 0.612227710 ENSPREG00000008623
## 6248 0.000000001 0.079374050 0.000000110 0.433008840 ENSPREG00000008623
## 6249 0.000000001 0.293511260 0.000000020 0.848004850 ENSPREG00000008623
## 8312 0.000000050 0.701291140 0.000000880 0.219277100 ENSPREG00000010341
## 8313 0.000000001 0.389840370 0.000000110 0.084339040 ENSPREG00000010341
## 8314 0.000000001 0.572283400 0.000000010 0.859946160 ENSPREG00000010341
## 8315 0.000000001 0.375086520 0.000090840 0.565402030 ENSPREG00000010341
## 8316 0.000000001 0.372143670 0.000000030 0.175592530 ENSPREG00000010341
## 8317 0.000000001 0.725730930 0.000000060 0.918009420 ENSPREG00000010341
## 8318 0.000000060 0.301680400 0.000000001 0.429404170 ENSPREG00000010341
## 8319 0.000000090 0.929926690 0.000004890 0.428573390 ENSPREG00000010341
## 8320 0.000000001 0.010416750 0.004880410 0.143870530 ENSPREG00000010341
## 8321 0.000000001 0.117901200 0.001076600 0.051902060 ENSPREG00000010341
## 8322 0.000000010 0.331732500 0.000476380 0.514070750 ENSPREG00000010341
## 8323 0.000000020 0.002315600 0.000545370 0.710095810 ENSPREG00000010341
## 8324 0.000000001 0.205516400 0.006433590 0.942989820 ENSPREG00000010341
## 8325 0.000000010 0.000110260 0.261066660 0.221476890 ENSPREG00000010341
## 8326 0.000000001 0.364307740 0.002352920 0.960343660 ENSPREG00000010341
## 8327 0.000000001 0.017126140 0.017655930 0.864505720 ENSPREG00000010341
## 8328 0.000000001 0.070580780 0.121576240 0.195470210 ENSPREG00000010341
## 8329 0.000000001 0.027817050 0.000252390 0.854687800 ENSPREG00000010341
## 8330 0.000000001 0.029014070 0.000491200 0.912494580 ENSPREG00000010341
## 8331 0.000000001 0.001698160 0.432400200 0.859892700 ENSPREG00000010341
## 8332 0.000000001 0.008498120 0.305699820 0.490742960 ENSPREG00000010341
## 8333 0.000000030 0.626036880 0.167072950 0.003048490 ENSPREG00000010341
## 8334 0.000000001 0.619474530 0.045934220 0.003252950 ENSPREG00000010341
## 10366 0.000000001 0.518666170 0.000000001 0.751789430 ENSPREG00000011782
## 10368 0.000000001 0.914316430 0.000000001 0.726762040 ENSPREG00000011782
## 10370 0.000000001 0.778598830 0.000000001 0.880825070 ENSPREG00000011782
## 10372 0.000000001 0.099167320 0.000000040 0.321794940 ENSPREG00000011782
## 10373 0.000000070 0.278274060 0.000000090 0.801846900 ENSPREG00000011782
## 10374 0.000000020 0.577160100 0.000000010 0.746172600 ENSPREG00000011782
## 10375 0.000000001 0.019765440 0.000000190 0.280174480 ENSPREG00000011782
## 10376 0.000000001 0.000956890 0.000000220 0.995074900 ENSPREG00000011782
## 10377 0.000000001 0.000023570 0.000000470 0.557196930 ENSPREG00000011782
## 10378 0.000000001 0.254551780 0.000004190 0.231838430 ENSPREG00000011782
## 10379 0.000000001 0.402100010 0.000001270 0.369009500 ENSPREG00000011782
## 10380 0.000000020 0.019598180 0.085060470 0.144494530 ENSPREG00000011782
## 10381 0.000000010 0.000923430 0.509961530 0.003965490 ENSPREG00000011782
## 10382 0.000000040 0.102152480 0.002681610 0.715032110 ENSPREG00000011782
## 10383 0.000000050 0.368115230 0.000004780 0.070195520 ENSPREG00000011782
## 10384 0.000000001 0.011559230 0.000000020 0.430458060 ENSPREG00000011782
## 10385 0.000000020 0.545313310 0.000000001 0.345679230 ENSPREG00000011782
## 10386 0.000000030 0.328792440 0.007350230 0.325359280 ENSPREG00000011782
## 10387 0.000000040 0.163278330 0.000000440 0.409728100 ENSPREG00000011782
## 10388 0.000000001 0.040204770 0.320641640 0.977435720 ENSPREG00000011782
## 10389 0.000000001 0.042666270 0.000000010 0.709664210 ENSPREG00000011782
## 10390 0.000000080 0.119302190 0.444167340 0.934803030 ENSPREG00000011782
## 10391 0.000000001 0.078665380 0.000000050 0.392016690 ENSPREG00000011782
## 10392 0.000000020 0.011211260 0.000006550 0.552006380 ENSPREG00000011782
## 10393 0.000000001 0.063428860 0.000257680 0.282527780 ENSPREG00000011782
## 10394 0.000000001 0.040169710 0.000704510 0.833272830 ENSPREG00000011782
## 10395 0.000000030 0.799796110 0.000000001 0.288611400 ENSPREG00000011782
## 10396 0.000000020 0.685311520 0.000017480 0.038993100 ENSPREG00000011782
## 10397 0.000000030 0.043613780 0.000000010 0.420404420 ENSPREG00000011782
## 10398 0.000000010 0.016886340 0.000000050 0.614380360 ENSPREG00000011782
## 10399 0.000000060 0.397933120 0.002568300 0.262542280 ENSPREG00000011782
## 10400 0.000000140 0.037815610 0.000000030 0.707666690 ENSPREG00000011782
## 10401 0.000000001 0.016357340 0.000000001 0.868875020 ENSPREG00000011782
## 10402 0.000000001 0.399431800 0.000049920 0.889069750 ENSPREG00000011782
## 10403 0.000000001 0.110628750 0.001113940 0.806523560 ENSPREG00000011782
## 10404 0.000000001 0.003605010 0.000009580 0.102158370 ENSPREG00000011782
## 10405 0.000000010 0.128662220 0.001386800 0.299155970 ENSPREG00000011782
## 10406 0.000000010 0.026796100 0.000449930 0.422720400 ENSPREG00000011782
## 10407 0.000000001 0.002640560 0.000001570 0.943009110 ENSPREG00000011782
## 10408 0.000000001 0.004690580 0.000001060 0.831523640 ENSPREG00000011782
## 10409 0.000000001 0.073297350 0.003588270 0.796283920 ENSPREG00000011782
## 10410 0.000000001 0.010876900 0.000000670 0.838626980 ENSPREG00000011782
## 10411 0.000000010 0.026741420 0.000183130 0.405684570 ENSPREG00000011782
## 10412 0.000000090 0.098457880 0.000084980 0.340474730 ENSPREG00000011782
## 10413 0.000000020 0.038662370 0.000023070 0.590906470 ENSPREG00000011782
## 10414 0.000000001 0.042053460 0.009684940 0.128423440 ENSPREG00000011782
## 12172 0.000000040 0.372667080 0.000000090 0.894126480 ENSPREG00000022573
## 12173 0.000000070 0.657330490 0.057625710 0.988604810 ENSPREG00000022573
## 12174 0.000000060 0.664853590 0.000000001 0.560623570 ENSPREG00000022573
## 12175 0.000000050 0.300106450 0.000043680 0.655403560 ENSPREG00000022573
## 12176 0.000000100 0.928585310 0.000000200 0.763343800 ENSPREG00000022573
## 12177 0.000000110 0.315500090 0.000004330 0.283672600 ENSPREG00000022573
## 12193 0.000000090 0.720591100 0.000000001 0.051910180 ENSPREG00000022759
## 12199 0.000000110 0.848312750 0.000000780 0.987509480 ENSPREG00000022797
## 12235 0.000000020 0.163138960 0.155531310 0.077657470 ENSPREG00000001609
## 12236 0.000000020 0.593748290 0.246462550 0.243597470 ENSPREG00000001609
## 12237 0.000000050 0.112450620 0.113092610 0.674221250 ENSPREG00000001609
## 12257 0.000000120 0.017249470 0.000000001 0.341829590 ENSPREG00000002366
## 12258 0.000000050 0.931938780 0.000000070 0.221025380 ENSPREG00000002366
## 12259 0.000000010 0.437715400 0.000000560 0.702232060 ENSPREG00000002366
## 12260 0.000000020 0.756041560 0.000009240 0.691334270 ENSPREG00000002366
## 12261 0.000000080 0.952846280 0.000017860 0.773184370 ENSPREG00000002366
## 12262 0.000000100 0.921807250 0.000006110 0.638588050 ENSPREG00000002366
## 12263 0.000000120 0.073119600 0.000003300 0.950224120 ENSPREG00000002366
## 12264 0.000000040 0.671588180 0.000000350 0.166818540 ENSPREG00000002366
## 12265 0.000000100 0.096412600 0.000000020 0.649350040 ENSPREG00000002366
## 12266 0.000000120 0.591190740 0.000002240 0.503308830 ENSPREG00000002366
## 12267 0.000000040 0.520007510 0.000000040 0.461803910 ENSPREG00000002366
## 12268 0.000000100 0.012408960 0.000000460 0.663019110 ENSPREG00000002366
## 12269 0.000000120 0.020653610 0.000000001 0.329502540 ENSPREG00000002366
## 12270 0.000000120 0.073111380 0.000001640 0.541213140 ENSPREG00000002366
## 12271 0.000000140 0.080020940 0.000001000 0.329635640 ENSPREG00000002366
## 12272 0.000000080 0.503832260 0.000000500 0.870125130 ENSPREG00000002366
## 12306 0.000000090 0.000000040 0.148989450 0.391681280 ENSPREG00000004332
## 12307 0.000000110 0.958717060 0.000000001 0.315079420 ENSPREG00000004332
## 12348 0.000000060 0.000098080 0.765478190 0.349460860 ENSPREG00000006590
## 12349 0.000000120 0.000017080 0.707237290 0.483076010 ENSPREG00000006590
## 12350 0.000000060 0.000000050 0.083525310 0.974482750 ENSPREG00000006590
## 12987 0.000000130 0.000206190 0.263094840 0.166822260 ENSPREG00000010094
## 13130 0.000000130 0.002841990 0.062585650 0.264366220 ENSPREG00000013600
## 13620 0.000000110 0.000044990 0.824945300 0.000066400 ENSPREG00000017857
## 13664 0.000000150 0.000068040 0.008253960 0.138358890 ENSPREG00000019238
## 13665 0.000000100 0.039315470 0.303630650 0.303195380 ENSPREG00000019238
## 13666 0.000000030 0.000080050 0.020497370 0.027413000 ENSPREG00000019238
## 13667 0.000000001 0.000300980 0.031949540 0.539351060 ENSPREG00000019238
## 13668 0.000000100 0.028924830 0.636339330 0.376800470 ENSPREG00000019238
## 13669 0.000000140 0.000687420 0.482246790 0.186330820 ENSPREG00000019588
## 13915 0.000000170 0.535745950 0.609540200 0.171193010 ENSPREG00000016306
## 13917 0.000000001 0.398319410 0.521984570 0.221013570 ENSPREG00000016306
## 13919 0.000000010 0.895339080 0.151078630 0.004264330 ENSPREG00000016306
## 13996 0.000000010 0.000002170 0.000253220 0.000262750 ENSPREG00000014625
## 14276 0.000000001 0.000012110 0.101699260 0.006047960 ENSPREG00000020143
## 14277 0.000000001 0.000003740 0.023979790 0.000910830 ENSPREG00000020143
## 14311 0.000000060 0.025435490 0.002364360 0.000190060 ENSPREG00000001337
## 14312 0.000000160 0.445290920 0.448088980 0.035755610 ENSPREG00000001337
## 15281 0.000000140 0.231532650 0.212035260 0.505503420 ENSPREG00000005869
## 15282 0.000000160 0.049903800 0.025109080 0.127388150 ENSPREG00000005869
## 15283 0.000000030 0.052457920 0.000402950 0.004542350 ENSPREG00000005869
## 15644 0.000000110 0.005137440 0.581727160 0.059971810 ENSPREG00000004341
## 15645 0.000000120 0.009353720 0.040656180 0.346811680 ENSPREG00000004341
## 15646 0.000000100 0.000000030 0.462530270 0.312058290 ENSPREG00000004341
## 15647 0.000000130 0.000000020 0.151070410 0.409521910 ENSPREG00000004341
## 15648 0.000000160 0.050976860 0.768155570 0.536574370 ENSPREG00000004341
## 15649 0.000000050 0.012711600 0.729787710 0.532370330 ENSPREG00000004341
## 15650 0.000000070 0.046063180 0.874414420 0.180005620 ENSPREG00000004341
## 15651 0.000000080 0.000639820 0.577313660 0.749019830 ENSPREG00000004341
## 15652 0.000000130 0.011125290 0.010706350 0.004108090 ENSPREG00000004341
## 15904 0.000000001 0.000000001 0.860558240 0.999978400 ENSPREG00000011860
## 15905 0.000000070 0.000008080 0.169915570 0.102251060 ENSPREG00000011860
## 15906 0.000000030 0.000002090 0.548934870 0.999977040 ENSPREG00000011860
## 15907 0.000000070 0.000001930 0.062984200 0.999976850 ENSPREG00000011860
## 15908 0.000000010 0.000003790 0.055748570 0.241746670 ENSPREG00000011860
## 15909 0.000000010 0.000000410 0.514457690 0.218580820 ENSPREG00000011860
## 15910 0.000000001 0.000000001 0.040685610 0.051126980 ENSPREG00000011860
## 15911 0.000000001 0.000012770 0.066566600 0.019859870 ENSPREG00000011860
## 15912 0.000000001 0.000343470 0.052572280 0.017155390 ENSPREG00000011860
## 15913 0.000000010 0.000000030 0.705013910 0.999975660 ENSPREG00000011860
## 15914 0.000000010 0.000000110 0.684587140 0.999978390 ENSPREG00000011860
## 15915 0.000000100 0.000011580 0.749957870 0.999976890 ENSPREG00000011860
## 15916 0.000000010 0.000002130 0.112946440 0.306626690 ENSPREG00000011860
## 15917 0.000000060 0.000000290 0.032588000 0.132157700 ENSPREG00000011860
## 15918 0.000000050 0.000000350 0.091175160 0.999978630 ENSPREG00000011860
## 15919 0.000000001 0.000000001 0.311673900 0.999975330 ENSPREG00000011860
## 15921 0.000000001 0.000000050 0.002281600 0.999977210 ENSPREG00000011860
## 15923 0.000000020 0.000005110 0.004177520 0.999979460 ENSPREG00000011860
## 16252 0.000000080 0.000026490 0.091995460 0.924080770 ENSPREG00000018480
## 16253 0.000000110 0.000042950 0.792494740 0.609513780 ENSPREG00000018480
## 16254 0.000000180 0.000000170 0.902329590 0.399695330 ENSPREG00000018480
## 16255 0.000000140 0.000004590 0.292134450 0.102646480 ENSPREG00000018480
## 16256 0.000000070 0.000007370 0.715527740 0.487686350 ENSPREG00000018480
## 16257 0.000000070 0.000005040 0.616732070 0.184713210 ENSPREG00000018480
## 16258 0.000000050 0.000000190 0.918465590 0.456593860 ENSPREG00000018480
## 16312 0.000000030 0.002560940 0.065129340 0.275635200 ENSPREG00000006572
## 16313 0.000000090 0.000002460 0.017722880 0.078517950 ENSPREG00000006572
## 16314 0.000000070 0.000007960 0.010138260 0.085487410 ENSPREG00000006572
## 16315 0.000000150 0.000002890 0.204541950 0.533450660 ENSPREG00000006572
## 16316 0.000000010 0.000208600 0.154409540 0.112580840 ENSPREG00000006572
## 16317 0.000000190 0.000000040 0.000254740 0.904533920 ENSPREG00000006572
## 16318 0.000000080 0.007950770 0.023214710 0.067357320 ENSPREG00000006572
## 16319 0.000000050 0.000023920 0.166100690 0.263991420 ENSPREG00000006572
## 16320 0.000000100 0.000017020 0.060513750 0.105480870 ENSPREG00000006572
## 16321 0.000000020 0.000000610 0.000029860 0.037916200 ENSPREG00000006572
## 16322 0.000000001 0.000995670 0.017211290 0.410894300 ENSPREG00000006572
## 16323 0.000000010 0.000042960 0.000649730 0.827483250 ENSPREG00000006572
## 16324 0.000000090 0.000000450 0.085404320 0.661098740 ENSPREG00000006572
## 16325 0.000000030 0.000373300 0.463701190 0.201179610 ENSPREG00000006572
## 16326 0.000000170 0.008368200 0.000145450 0.996817650 ENSPREG00000006572
## 16327 0.000000040 0.001357660 0.002355580 0.536888920 ENSPREG00000006572
## 16328 0.000000030 0.001720980 0.439205690 0.003839860 ENSPREG00000006572
## 16329 0.000000030 0.002157950 0.422890170 0.000792320 ENSPREG00000006572
## 16330 0.000000010 0.000220140 0.002526840 0.647076910 ENSPREG00000006572
## 16331 0.000000020 0.000844720 0.014829470 0.536044090 ENSPREG00000006572
## 16332 0.000000001 0.000000810 0.007338570 0.549058750 ENSPREG00000006572
## 16333 0.000000030 0.000008990 0.889940230 0.017297180 ENSPREG00000006572
## 16334 0.000000020 0.000474530 0.155145900 0.226973120 ENSPREG00000006572
## 16335 0.000000070 0.009767680 0.000703340 0.776935920 ENSPREG00000006572
## 16336 0.000000001 0.000253010 0.022406260 0.545687070 ENSPREG00000006572
## 16337 0.000000070 0.016031930 0.028051730 0.130403010 ENSPREG00000006572
## 16338 0.000000180 0.000589040 0.000562630 0.226942540 ENSPREG00000006572
## 16339 0.000000100 0.001075180 0.003021770 0.892932570 ENSPREG00000006572
## 16340 0.000000140 0.003029860 0.006032910 0.848595840 ENSPREG00000006572
## 16341 0.000000010 0.017906730 0.652384670 0.415044170 ENSPREG00000006572
## 16342 0.000000001 0.001686450 0.192288560 0.380695310 ENSPREG00000006572
## 16343 0.000000001 0.000000140 0.036102140 0.022258910 ENSPREG00000006572
## 16344 0.000000001 0.000000910 0.010739880 0.015205510 ENSPREG00000006572
## 16345 0.000000190 0.008464990 0.012410970 0.667566710 ENSPREG00000006572
## 16346 0.000000090 0.000290880 0.000031500 0.279888690 ENSPREG00000006572
## 16347 0.000000001 0.000003810 0.008436490 0.420123120 ENSPREG00000006572
## 16348 0.000000001 0.000034940 0.541057410 0.831499790 ENSPREG00000006572
## 16349 0.000000010 0.000308410 0.103628670 0.155650200 ENSPREG00000006572
## 16350 0.000000010 0.000059710 0.043387580 0.477240720 ENSPREG00000006572
## 16351 0.000000020 0.009840070 0.044210540 0.066826370 ENSPREG00000006572
## 16352 0.000000030 0.000048280 0.026805350 0.951853020 ENSPREG00000006572
## 16353 0.000000060 0.000086190 0.025343030 0.981946200 ENSPREG00000006572
## 16354 0.000000030 0.000101280 0.039619370 0.941686810 ENSPREG00000006572
## 16355 0.000000070 0.000066120 0.192199220 0.982530830 ENSPREG00000006572
## 16356 0.000000001 0.000045430 0.026784590 0.569266810 ENSPREG00000006572
## 16357 0.000000130 0.000200310 0.051695110 0.209677140 ENSPREG00000006572
## 16358 0.000000130 0.001027590 0.017016000 0.384633360 ENSPREG00000006572
## 16359 0.000000060 0.012010380 0.009059950 0.866865060 ENSPREG00000006572
## 16360 0.000000010 0.003061220 0.000052100 0.782384350 ENSPREG00000006572
## 16361 0.000000100 0.001296100 0.017683490 0.059998460 ENSPREG00000006572
## 16362 0.000000060 0.000061990 0.609158890 0.119054930 ENSPREG00000006572
## 16363 0.000000060 0.001056990 0.000006420 0.204606580 ENSPREG00000006572
## 16364 0.000000010 0.000597910 0.000087810 0.942291780 ENSPREG00000006572
## 16365 0.000000001 0.088267380 0.031636640 0.914908640 ENSPREG00000006572
## 16673 0.000000080 0.000000020 0.004470090 0.268619170 ENSPREG00000008053
## 16674 0.000000060 0.000025780 0.003465770 0.003920530 ENSPREG00000008053
## 16675 0.000000130 0.000000001 0.001538880 0.001217800 ENSPREG00000008053
## 16676 0.000000001 0.000000001 0.017597750 0.002892710 ENSPREG00000008053
## 16746 0.000000130 0.740677860 0.579613190 0.252789660 ENSPREG00000001261
## 17106 0.000000170 0.026177780 0.069398700 0.003421110 ENSPREG00000003428
## 17107 0.000000020 0.002566690 0.138402570 0.026920050 ENSPREG00000003428
## 17215 0.000000110 0.000001820 0.000473420 0.020930360 ENSPREG00000012486
## 17220 0.000000070 0.464958550 0.011153720 0.084378010 ENSPREG00000014498
## 17221 0.000000050 0.051354370 0.600652860 0.937223530 ENSPREG00000014534
## 17222 0.000000100 0.861404040 0.090070130 0.556449320 ENSPREG00000014559
## 17223 0.000000010 0.674855500 0.119433190 0.368840380 ENSPREG00000014559
## 17224 0.000000001 0.046640200 0.043666470 0.933635640 ENSPREG00000014579
## 17225 0.000000001 0.004921910 0.084943510 0.650586790 ENSPREG00000014579
## 17232 0.000000130 0.588228440 0.571390370 0.042063280 ENSPREG00000014669
## 17450 0.000000020 0.002529480 0.619913640 0.024261220 ENSPREG00000015185
## 17451 0.000000070 0.051003500 0.585925140 0.000387290 ENSPREG00000015185
## 17452 0.000000010 0.265680870 0.248725970 0.107724530 ENSPREG00000015185
## 17453 0.000000010 0.258065000 0.307681770 0.077292680 ENSPREG00000015185
## 17454 0.000000070 0.064593640 0.361372460 0.056669840 ENSPREG00000015185
## 17455 0.000000130 0.019209480 0.780332290 0.006939790 ENSPREG00000015185
## 17456 0.000000040 0.411225370 0.019268970 0.081440930 ENSPREG00000015185
## 17457 0.000000110 0.235753790 0.030195450 0.071953910 ENSPREG00000015185
## 17458 0.000000001 0.020011510 0.080168420 0.010138950 ENSPREG00000015185
## 17459 0.000000150 0.022465430 0.800592850 0.004719980 ENSPREG00000015185
## 17460 0.000000140 0.007074010 0.124431500 0.011146390 ENSPREG00000015185
## 17461 0.000000040 0.080792230 0.144103300 0.151026770 ENSPREG00000015185
## 17462 0.000000090 0.263295110 0.062087380 0.319069110 ENSPREG00000015185
## 17463 0.000000010 0.001907250 0.769405550 0.009206850 ENSPREG00000015185
## 17464 0.000000010 0.000030970 0.888497440 0.009656490 ENSPREG00000015185
## 17465 0.000000090 0.001137760 0.223989330 0.005856390 ENSPREG00000015185
## 17466 0.000000001 0.009047740 0.230445870 0.124320270 ENSPREG00000015185
## 17467 0.000000070 0.291429430 0.211429270 0.010428540 ENSPREG00000015185
## 17468 0.000000070 0.078470680 0.080443170 0.004478090 ENSPREG00000015185
## 17469 0.000000050 0.404388420 0.977120160 0.022818480 ENSPREG00000015185
## 17470 0.000000160 0.055378130 0.216141630 0.002752960 ENSPREG00000015185
## 17471 0.000000060 0.000568670 0.491110750 0.008019620 ENSPREG00000015185
## 17472 0.000000010 0.005058870 0.788709590 0.026192930 ENSPREG00000015185
## 17525 0.000000130 0.070664380 0.088800700 0.009926450 ENSPREG00000015916
## 17527 0.000000150 0.089770610 0.873682560 0.573232740 ENSPREG00000015925
## 17565 0.000000010 0.000026710 0.334489890 0.002052850 ENSPREG00000017738
## 17566 0.000000010 0.000035620 0.568668500 0.082625300 ENSPREG00000017738
## 17567 0.000000070 0.000214900 0.400621330 0.443593050 ENSPREG00000017738
## 18150 0.000008350 0.000000050 0.530193170 0.166598500 ENSPREG00000016990
## 18151 0.000019440 0.000000001 0.003217830 0.002703530 ENSPREG00000016990
## 18152 0.000149760 0.000000001 0.754616380 0.720309350 ENSPREG00000016990
## 18153 0.000483090 0.000000040 0.000666230 0.005787410 ENSPREG00000016990
## 18154 0.000087720 0.000000010 0.859750230 0.725746060 ENSPREG00000016990
## 18155 0.000161630 0.000000100 0.986133350 0.211969130 ENSPREG00000016990
## 18156 0.000005540 0.000000070 0.020461500 0.548866410 ENSPREG00000016990
## 18157 0.000349800 0.000000001 0.291564690 0.015265780 ENSPREG00000016990
## 18158 0.000423100 0.000000001 0.190595630 0.070928700 ENSPREG00000016990
## 18159 0.000047960 0.000000010 0.418877370 0.001165610 ENSPREG00000016990
## 18160 0.001674290 0.000000001 0.952234280 0.004176260 ENSPREG00000016990
## 18161 0.000137360 0.000000001 0.989826500 0.001145360 ENSPREG00000016990
## 18162 0.000029320 0.000000001 0.913550180 0.001662420 ENSPREG00000016990
## 18163 0.000026140 0.000000001 0.786542230 0.001490440 ENSPREG00000016990
## 18164 0.004837510 0.000000001 0.007185080 0.107232980 ENSPREG00000016990
## 18165 0.000259760 0.000000001 0.654360720 0.014966890 ENSPREG00000016990
## 18166 0.000009490 0.000000001 0.131488020 0.009381630 ENSPREG00000016990
## 18167 0.000085740 0.000000001 0.163034280 0.053046420 ENSPREG00000016990
## 18168 0.000000230 0.000000001 0.499099340 0.665793990 ENSPREG00000016990
## 18169 0.000849760 0.000000001 0.130566420 0.586870870 ENSPREG00000016990
## 18170 0.010373980 0.000000001 0.011657040 0.001732730 ENSPREG00000016990
## 18171 0.000009170 0.000000001 0.305977730 0.073939150 ENSPREG00000016990
## 18172 0.124104250 0.000000050 0.208532850 0.062017590 ENSPREG00000016990
## 18173 0.192069910 0.000000030 0.254107570 0.290307740 ENSPREG00000016990
## 18174 0.319630240 0.000000040 0.381742890 0.377062380 ENSPREG00000016990
## 18175 0.029873820 0.000000030 0.748300690 0.096587850 ENSPREG00000016990
## 18176 0.003743940 0.000000001 0.797272550 0.862379760 ENSPREG00000016990
## 18177 0.002286050 0.000000001 0.340087740 0.593221800 ENSPREG00000016990
## 18178 0.000123190 0.000000001 0.977985140 0.864669870 ENSPREG00000016990
## 18179 0.000928190 0.000000010 0.924565560 0.684578900 ENSPREG00000016990
## 18180 0.000079210 0.000000001 0.045340440 0.008907720 ENSPREG00000016990
## 18181 0.000004150 0.000000001 0.342384910 0.858328710 ENSPREG00000016990
## 18182 0.004619250 0.000000001 0.122807350 0.005340750 ENSPREG00000016990
## 18183 0.000831250 0.000000040 0.022631330 0.001745140 ENSPREG00000016990
## 18184 0.000262290 0.000000001 0.168386200 0.063892350 ENSPREG00000016990
## 18185 0.000000920 0.000000001 0.049853380 0.111034840 ENSPREG00000016990
## 18186 0.000000280 0.000000001 0.155485770 0.010990570 ENSPREG00000016990
## 18187 0.004550060 0.000000001 0.304497440 0.145477020 ENSPREG00000016990
## 18188 0.013653070 0.000000001 0.230504030 0.017391670 ENSPREG00000016990
## 18189 0.000205670 0.000000001 0.281747850 0.456010490 ENSPREG00000016990
## 18190 0.000056190 0.000000001 0.016048780 0.003607300 ENSPREG00000016990
## 18277 0.000021650 0.000000060 0.178350010 0.318503980 ENSPREG00000005385
## 18282 0.002433790 0.000000090 0.000197410 0.217929370 ENSPREG00000008811
## 18283 0.000013260 0.000000110 0.116206960 0.191195570 ENSPREG00000008811
## 18284 0.000000560 0.000000110 0.790715290 0.833170590 ENSPREG00000008811
## 18285 0.000016060 0.000000040 0.014395040 0.583163520 ENSPREG00000008811
## 18286 0.000000560 0.000000001 0.002714590 0.837276580 ENSPREG00000008811
## 18287 0.000007310 0.000000001 0.000099820 0.015594450 ENSPREG00000008811
## 18288 0.000000190 0.000000110 0.000085790 0.001013300 ENSPREG00000008811
## 18289 0.000704420 0.000000010 0.000993170 0.362822090 ENSPREG00000008811
## 18290 0.001026610 0.000000080 0.001239540 0.588954320 ENSPREG00000008811
## 18291 0.000075490 0.000000030 0.038018570 0.026174500 ENSPREG00000008811
## 18292 0.000193860 0.000000110 0.016897440 0.012361280 ENSPREG00000008811
## 18293 0.029202810 0.000000020 0.000001260 0.019061330 ENSPREG00000008811
## 18294 0.021862710 0.000000130 0.000286400 0.087768200 ENSPREG00000008811
## 18295 0.000029820 0.000000001 0.000000070 0.003802960 ENSPREG00000008811
## 18296 0.000008350 0.000000010 0.000000040 0.001033300 ENSPREG00000008811
## 18297 0.000061930 0.000000030 0.000000090 0.002098050 ENSPREG00000008811
## 18298 0.000068290 0.000000020 0.000000290 0.002155600 ENSPREG00000008811
## 18299 0.000015000 0.000000001 0.039804780 0.010398860 ENSPREG00000008811
## 18300 0.000033160 0.000000001 0.033196250 0.002961590 ENSPREG00000008811
## 18760 0.012565050 0.000000070 0.855153620 0.000033480 ENSPREG00000021468
## 18858 0.017259800 0.000000050 0.001121550 0.000000001 ENSPREG00000009673
## 18859 0.292308410 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18860 0.554077950 0.000000001 0.000000020 0.000000010 ENSPREG00000009673
## 18861 0.988290490 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18862 0.918331630 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18863 0.092106320 0.000000100 0.000000001 0.000000001 ENSPREG00000009673
## 18864 0.462387850 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18865 0.874825610 0.000000001 0.000001310 0.000000010 ENSPREG00000009673
## 18866 0.756762320 0.000000001 0.000002340 0.000000001 ENSPREG00000009673
## 18867 0.434360990 0.000000060 0.000003110 0.000001550 ENSPREG00000009673
## 18868 0.240155360 0.000000001 0.000000190 0.000000170 ENSPREG00000009673
## 18869 0.852448700 0.000000001 0.003844720 0.000002380 ENSPREG00000009673
## 19577 0.048849200 0.000000080 0.306921790 0.027206110 ENSPREG00000019160
## 19582 0.007864020 0.000000020 0.047459060 0.032010340 ENSPREG00000001917
## 19583 0.000932140 0.000000240 0.102270830 0.382621760 ENSPREG00000001917
## 19587 0.000002640 0.000000010 0.142482140 0.099432640 ENSPREG00000002035
## 19588 0.016126210 0.000000040 0.091105670 0.052441320 ENSPREG00000002035
## 19589 0.000014440 0.000000040 0.425446740 0.004454040 ENSPREG00000002035
## 19711 0.001031960 0.000000060 0.000083850 0.001212930 ENSPREG00000000900
## 19756 0.000590690 0.000000001 0.010303970 0.104924050 ENSPREG00000010040
## 19757 0.000647690 0.000000001 0.005429190 0.990254030 ENSPREG00000010040
## 19758 0.025442940 0.000000010 0.019137490 0.422004500 ENSPREG00000010040
## 19759 0.014751580 0.000000020 0.012289680 0.433358810 ENSPREG00000010040
## 19760 0.000002070 0.000000030 0.113778510 0.634723090 ENSPREG00000010040
## 19761 0.000645530 0.000000140 0.108440510 0.748972660 ENSPREG00000010040
## 19921 0.097703410 0.000000010 0.007751450 0.001425820 ENSPREG00000009779
## 19959 0.198932040 0.000000001 0.459177270 0.714105160 ENSPREG00000011504
## 20049 0.092518960 0.000000090 0.162147810 0.028835750 ENSPREG00000018185
## 20359 0.378813030 0.000000140 0.000277590 0.033627750 ENSPREG00000018674
## 20386 0.000000220 0.000000030 0.381670570 0.265333520 ENSPREG00000012527
## 20387 0.000008480 0.000000120 0.098629000 0.459470720 ENSPREG00000012527
## 20389 0.000042380 0.000000140 0.628389920 0.679822490 ENSPREG00000012946
## 20390 0.000076400 0.000000150 0.931058120 0.849722480 ENSPREG00000012946
## 20902 0.024341730 0.000000020 0.284202550 0.523410220 ENSPREG00000002499
## 20903 0.000849460 0.000000060 0.314367660 0.866681810 ENSPREG00000002499
## 20904 0.000167080 0.000000050 0.770332460 0.549720380 ENSPREG00000002499
## 20905 0.001026160 0.000000050 0.804909980 0.022483470 ENSPREG00000002499
## 20906 0.000069710 0.000000120 0.152795080 0.190912240 ENSPREG00000002499
## 20907 0.061875680 0.000000001 0.933937150 0.980574810 ENSPREG00000002499
## 20908 0.096938790 0.000000020 0.450821630 0.590933910 ENSPREG00000002499
## 20909 0.216398300 0.000000030 0.962862820 0.386813380 ENSPREG00000002499
## 20910 0.008483180 0.000000001 0.497125870 0.834236630 ENSPREG00000002499
## 20911 0.002922950 0.000000070 0.619488460 0.738503610 ENSPREG00000002499
## 20912 0.018335830 0.000000001 0.638568580 0.430353940 ENSPREG00000002499
## 20913 0.000018320 0.000000001 0.164135790 0.871573480 ENSPREG00000002499
## 20914 0.000099190 0.000000001 0.541768510 0.752049040 ENSPREG00000002499
## 20915 0.000791390 0.000000001 0.594761640 0.026283180 ENSPREG00000002499
## 20916 0.021373770 0.000000050 0.984856870 0.961805570 ENSPREG00000002499
## 20917 0.001367070 0.000000060 0.276142760 0.716574290 ENSPREG00000002499
## 20918 0.000610180 0.000000140 0.039259870 0.328999950 ENSPREG00000002499
## 20919 0.000066190 0.000000001 0.635132750 0.695257950 ENSPREG00000002499
## 20920 0.005071310 0.000000001 0.001842330 0.631145550 ENSPREG00000002499
## 20921 0.000019360 0.000000050 0.714498670 0.759823420 ENSPREG00000002499
## 20922 0.000008270 0.000000030 0.916173990 0.815771560 ENSPREG00000002499
## 20923 0.002397000 0.000000080 0.423928680 0.573034040 ENSPREG00000002499
## 20924 0.016423350 0.000000130 0.625148840 0.265406160 ENSPREG00000002499
## 20925 0.006857720 0.000000020 0.347014030 0.065882890 ENSPREG00000002499
## 20926 0.000404990 0.000000001 0.548517230 0.100389340 ENSPREG00000002499
## 20927 0.000616660 0.000000001 0.998561020 0.269762780 ENSPREG00000002499
## 20928 0.002691500 0.000000030 0.966127440 0.200829850 ENSPREG00000002499
## 20929 0.005301660 0.000000020 0.676499350 0.683668110 ENSPREG00000002499
## 20930 0.000178200 0.000000001 0.214645070 0.820475130 ENSPREG00000002499
## 20931 0.005015220 0.000000020 0.479472460 0.152923630 ENSPREG00000002499
## 20932 0.000002650 0.000000001 0.288665450 0.267437780 ENSPREG00000002499
## 20933 0.000000940 0.000000001 0.040903160 0.116480880 ENSPREG00000002499
## 20934 0.001039080 0.000000010 0.328830720 0.797106210 ENSPREG00000002499
## 20935 0.000619270 0.000000001 0.157771770 0.156861000 ENSPREG00000002499
## 20936 0.000158130 0.000000001 0.613565980 0.052835690 ENSPREG00000002499
## 20937 0.009508260 0.000000050 0.263497640 0.675965720 ENSPREG00000002499
## 20938 0.000063480 0.000000150 0.136640520 0.289575660 ENSPREG00000002499
## 20939 0.000751430 0.000000001 0.317851140 0.822427760 ENSPREG00000002499
## 20940 0.000031100 0.000000040 0.157865960 0.838212110 ENSPREG00000002499
## 20941 0.000090100 0.000000140 0.134999040 0.946964860 ENSPREG00000002499
## 20942 0.002718650 0.000000001 0.382348320 0.713661630 ENSPREG00000002499
## 20943 0.000690330 0.000000020 0.938769780 0.241530450 ENSPREG00000002499
## 20944 0.110935910 0.000000050 0.292289070 0.938398110 ENSPREG00000002499
## 20945 0.110661530 0.000000010 0.174811270 0.966235600 ENSPREG00000002499
## 20946 0.004351790 0.000000070 0.672695420 0.044070840 ENSPREG00000002499
## 20947 0.000902180 0.000000001 0.573725360 0.001654110 ENSPREG00000002499
## 20948 0.050855080 0.000000001 0.803109310 0.713608920 ENSPREG00000002499
## 20949 0.007869250 0.000000050 0.206564670 0.401909770 ENSPREG00000002499
## 20950 0.002590440 0.000000001 0.311490710 0.920230440 ENSPREG00000002499
## 20951 0.000001790 0.000000010 0.380878720 0.694312910 ENSPREG00000002499
## 20952 0.002304530 0.000000040 0.027212750 0.613013240 ENSPREG00000002499
## 20953 0.000643660 0.000000001 0.072679160 0.559302770 ENSPREG00000002499
## 20954 0.000000420 0.000000001 0.575533410 0.302489700 ENSPREG00000002499
## 20955 0.000018610 0.000000080 0.021101610 0.811035630 ENSPREG00000002499
## 20956 0.002053080 0.000000080 0.128739520 0.992345300 ENSPREG00000002499
## 20957 0.000450480 0.000000070 0.938173560 0.530081850 ENSPREG00000002499
## 20958 0.000007350 0.000000001 0.172749530 0.094618460 ENSPREG00000002499
## 20959 0.013701450 0.000000030 0.224254040 0.763207160 ENSPREG00000002499
## 20960 0.006933700 0.000000140 0.520962290 0.789517580 ENSPREG00000002499
## 20961 0.242574080 0.000000110 0.029965260 0.619269780 ENSPREG00000002499
## 20962 0.117399740 0.000000001 0.382664400 0.123516470 ENSPREG00000002499
## 20963 0.062884960 0.000000110 0.343924830 0.267243140 ENSPREG00000002499
## 20964 0.952174850 0.000000001 0.605066400 0.042343840 ENSPREG00000002499
## 20965 0.005237060 0.000000040 0.381179400 0.052873680 ENSPREG00000002499
## 20966 0.000436140 0.000000001 0.303527370 0.070607090 ENSPREG00000002499
## 20967 0.000696400 0.000000001 0.392249730 0.052484970 ENSPREG00000002499
## 20968 0.000283630 0.000000001 0.961248590 0.505608110 ENSPREG00000002499
## 20969 0.001299750 0.000000130 0.922502810 0.687407970 ENSPREG00000002499
## 20970 0.017337640 0.000000040 0.528367180 0.360634470 ENSPREG00000002499
## 20971 0.059291770 0.000000140 0.072132370 0.820051700 ENSPREG00000002499
## 20972 0.000100550 0.000000140 0.099287100 0.800999060 ENSPREG00000002499
## 20973 0.067894110 0.000000020 0.364503170 0.746348750 ENSPREG00000002499
## 20974 0.009758240 0.000000001 0.711756800 0.681565710 ENSPREG00000002499
## 20975 0.054357460 0.000000050 0.981504260 0.732772280 ENSPREG00000002499
## 20976 0.006588850 0.000000001 0.638591410 0.581195480 ENSPREG00000002499
## 20977 0.000601270 0.000000001 0.293291600 0.108070000 ENSPREG00000002499
## 21491 0.000004140 0.000000010 0.000242170 0.291020760 ENSPREG00000010000
## 21504 0.000039670 0.000000040 0.000757020 0.000007550 ENSPREG00000010182
## 21505 0.000091360 0.000000001 0.000003230 0.046345470 ENSPREG00000010182
## 21506 0.000016590 0.000000010 0.005876260 0.003138920 ENSPREG00000010182
## 21557 0.000167790 0.000000050 0.686671560 0.055268940 ENSPREG00000007900
## 21558 0.000043100 0.000000130 0.160118550 0.002895290 ENSPREG00000007900
## 21559 0.000119770 0.000000010 0.106787240 0.003281960 ENSPREG00000007900
## 21560 0.004942840 0.000000030 0.074964340 0.003692290 ENSPREG00000007900
## 21561 0.000002870 0.000000001 0.009062100 0.000000670 ENSPREG00000007900
## 21562 0.000000770 0.000000001 0.019351550 0.000001160 ENSPREG00000007900
## 21731 0.020212830 0.000000080 0.019170880 0.287314580 ENSPREG00000002366
## 21732 0.000048850 0.000000040 0.000000070 0.012472150 ENSPREG00000002366
## 21733 0.118444300 0.000000030 0.000391830 0.633716920 ENSPREG00000002366
## 22077 0.000215440 0.000000010 0.858519030 0.441023840 ENSPREG00000004332
## 22078 0.388208920 0.000000060 0.000000190 0.321016590 ENSPREG00000004332
## 22079 0.000245800 0.000000030 0.032119080 0.585500580 ENSPREG00000004332
## 22080 0.000008170 0.000000020 0.304255350 0.495450320 ENSPREG00000004332
## 22081 0.000000670 0.000000001 0.002654560 0.517974410 ENSPREG00000004332
## 22082 0.001953140 0.000000150 0.003216240 0.057433760 ENSPREG00000004332
## 22083 0.000015760 0.000000001 0.062933150 0.314445500 ENSPREG00000004332
## 22084 0.011279350 0.000000070 0.669318270 0.009519390 ENSPREG00000004332
## 22085 0.001128800 0.000000001 0.716607030 0.158740110 ENSPREG00000004332
## 22086 0.002926260 0.000000010 0.236216620 0.326153410 ENSPREG00000004332
## 22087 0.000065140 0.000000090 0.014302200 0.497426910 ENSPREG00000004332
## 22088 0.000224940 0.000000150 0.131602630 0.042917500 ENSPREG00000004332
## 22089 0.000189590 0.000000010 0.766039530 0.163080160 ENSPREG00000004332
## 22090 0.000081080 0.000000040 0.967738330 0.237716590 ENSPREG00000004332
## 22091 0.000154380 0.000000110 0.810813890 0.223555260 ENSPREG00000004332
## 22092 0.000010400 0.000000010 0.015810000 0.554234840 ENSPREG00000004332
## 22093 0.000126310 0.000000010 0.006888300 0.289603570 ENSPREG00000004332
## 22094 0.000068420 0.000000050 0.168535840 0.447003660 ENSPREG00000004332
## 22095 0.000007900 0.000000140 0.526840260 0.124677720 ENSPREG00000004332
## 22096 0.001599800 0.000000001 0.028587220 0.902541220 ENSPREG00000004332
## 22097 0.983450110 0.000000080 0.232764220 0.627363030 ENSPREG00000004332
## 22098 0.000069950 0.000000020 0.037258240 0.251166340 ENSPREG00000004332
## 22099 0.000034020 0.000000130 0.038600060 0.025359040 ENSPREG00000004332
## 22100 0.000348470 0.000000110 0.073071240 0.005192960 ENSPREG00000004332
## 22101 0.000005470 0.000000130 0.000180180 0.171118140 ENSPREG00000004332
## 22102 0.462451720 0.000000020 0.006415110 0.302962440 ENSPREG00000004332
## 22103 0.659839410 0.000000090 0.003029280 0.607043720 ENSPREG00000004332
## 22104 0.000064300 0.000000001 0.006104660 0.857176340 ENSPREG00000004332
## 22105 0.000022010 0.000000001 0.007141740 0.724967190 ENSPREG00000004332
## 22106 0.000014630 0.000000001 0.083341220 0.419955650 ENSPREG00000004332
## 22107 0.000231030 0.000000001 0.057009600 0.026144210 ENSPREG00000004332
## 22108 0.000125640 0.000000010 0.076025480 0.024254680 ENSPREG00000004332
## 22109 0.280598600 0.000000020 0.071120330 0.444990180 ENSPREG00000004332
## 22110 0.797871320 0.000000020 0.000591330 0.750817220 ENSPREG00000004332
## 22111 0.586759390 0.000000070 0.000375300 0.481756720 ENSPREG00000004332
## 22112 0.802206860 0.000000020 0.000006630 0.986672010 ENSPREG00000004332
## 22113 0.465805200 0.000000040 0.000011940 0.158522230 ENSPREG00000004332
## 22114 0.497570620 0.000000001 0.000567680 0.474472690 ENSPREG00000004332
## 22115 0.360297430 0.000000080 0.000401560 0.744500350 ENSPREG00000004332
## 22116 0.000034170 0.000000060 0.049222620 0.835608680 ENSPREG00000004332
## 22117 0.000020380 0.000000001 0.016251140 0.986404720 ENSPREG00000004332
## 22248 0.000092560 0.000000030 0.694063100 0.175483900 ENSPREG00000006590
## 22249 0.000050240 0.000000010 0.259729210 0.477738800 ENSPREG00000006590
## 22250 0.054982250 0.000000120 0.000001810 0.606369480 ENSPREG00000006590
## 22251 0.002172680 0.000000080 0.870234510 0.793388490 ENSPREG00000006590
## 22252 0.002053560 0.000000060 0.773406630 0.011575100 ENSPREG00000006590
## 22253 0.780853500 0.000000080 0.000000010 0.045599730 ENSPREG00000006590
## 22254 0.001479790 0.000000030 0.502155950 0.011009160 ENSPREG00000006590
## 22255 0.000634830 0.000000140 0.854597530 0.067534570 ENSPREG00000006590
## 22256 0.000060970 0.000000020 0.967647060 0.843552880 ENSPREG00000006590
## 22257 0.000490950 0.000000010 0.227773590 0.650715630 ENSPREG00000006590
## 22258 0.000000600 0.000000001 0.435402060 0.124570230 ENSPREG00000006590
## 22259 0.002902590 0.000000090 0.210876930 0.299398940 ENSPREG00000006590
## 22260 0.000686050 0.000000090 0.449819580 0.893822720 ENSPREG00000006590
## 22261 0.000003430 0.000000001 0.371844580 0.430085440 ENSPREG00000006590
## 22262 0.000173400 0.000000080 0.004657620 0.972337930 ENSPREG00000006590
## 22263 0.001358570 0.000000040 0.414490480 0.042299840 ENSPREG00000006590
## 22264 0.015431110 0.000000110 0.213467790 0.033644450 ENSPREG00000006590
## 22265 0.000224910 0.000000010 0.010551320 0.646305740 ENSPREG00000006590
## 22266 0.003258610 0.000000120 1.000000000 0.794408190 ENSPREG00000006590
## 22267 0.000017520 0.000000001 0.064446690 0.366520060 ENSPREG00000006590
## 22268 0.001411360 0.000000010 0.313704530 0.839714970 ENSPREG00000006590
## 22269 0.068783190 0.000000150 0.948623660 0.626541720 ENSPREG00000006590
## 22270 0.021583190 0.000000001 0.787843820 0.788450520 ENSPREG00000006590
## 22271 0.008736680 0.000000001 0.976320650 0.353650270 ENSPREG00000006590
## 22272 0.637184030 0.000000001 0.000000020 0.514190260 ENSPREG00000006590
## 22534 0.039813960 0.000000120 0.385985490 0.164710160 ENSPREG00000010484
## 22535 0.003834330 0.000000010 0.591317340 0.048728590 ENSPREG00000010484
## 22786 0.222759240 0.000000040 0.954202930 0.000739860 ENSPREG00000012987
## 22872 0.027720080 0.000000070 0.561135650 0.000000040 ENSPREG00000019084
## 22873 0.636874980 0.000000010 0.961664040 0.000000100 ENSPREG00000019084
## 22941 0.059100810 0.000000030 0.498907930 0.000025940 ENSPREG00000021264
## 22994 0.000108430 0.000000060 0.126125100 0.568997700 ENSPREG00000008269
## 23090 0.040310460 0.000000020 0.822287640 0.146937710 ENSPREG00000012582
## 23547 0.001380330 0.000000010 0.020542410 0.295651680 ENSPREG00000014358
## 23548 0.000070810 0.000000110 0.501712660 0.235880580 ENSPREG00000014358
## 23549 0.004814900 0.000000050 0.000931240 0.252454840 ENSPREG00000014358
## 23550 0.000283510 0.000000030 0.000000510 0.111067980 ENSPREG00000014358
## 23551 0.000475710 0.000000110 0.275400110 0.125081990 ENSPREG00000014358
## 23552 0.017148730 0.000000001 0.000362810 0.061568250 ENSPREG00000014358
## 23553 0.026381530 0.000000001 0.000732980 0.057968220 ENSPREG00000014358
## 23554 0.001186080 0.000000001 0.000579960 0.031653960 ENSPREG00000014358
## 23555 0.002842440 0.000000040 0.048307040 0.737704410 ENSPREG00000014358
## 23556 0.002050950 0.000000001 0.123304920 0.705726980 ENSPREG00000014358
## 23557 0.001872780 0.000000001 0.000000030 0.000524450 ENSPREG00000014358
## 23558 0.001177970 0.000000010 0.102501920 0.434603130 ENSPREG00000014358
## 23559 0.004010620 0.000000100 0.002511120 0.165793470 ENSPREG00000014358
## 23560 0.029153900 0.000000030 0.001499670 0.271224480 ENSPREG00000014358
## 23561 0.000122810 0.000000010 0.000149300 0.183305140 ENSPREG00000014358
## 23562 0.012395640 0.000000110 0.000007500 0.061498930 ENSPREG00000014358
## 23563 0.010641860 0.000000020 0.000002240 0.038902280 ENSPREG00000014358
## 23564 0.017564420 0.000000020 0.000000980 0.021542620 ENSPREG00000014358
## 23565 0.152642160 0.000000140 0.000026590 0.051800920 ENSPREG00000014358
## 23566 0.150451040 0.000000080 0.000077220 0.102207710 ENSPREG00000014358
## 23567 0.009092620 0.000000040 0.001608220 0.026564340 ENSPREG00000014358
## 23568 0.153193110 0.000000020 0.000000650 0.021612200 ENSPREG00000014358
## 23569 0.029682730 0.000000020 0.000000840 0.095145630 ENSPREG00000014358
## 23570 0.000002560 0.000000001 0.001862560 0.462314090 ENSPREG00000014358
## 23571 0.004756510 0.000000030 0.000095500 0.753041560 ENSPREG00000014358
## 23572 0.007111830 0.000000040 0.009106760 0.069177070 ENSPREG00000014358
## 23961 0.819932820 0.000000070 0.816953630 0.772640720 ENSPREG00000009180
## 23962 0.537511460 0.000000140 0.566882860 0.715727920 ENSPREG00000009180
## 24010 0.219293810 0.000000001 0.717445790 0.175138530 ENSPREG00000009749
## 24011 0.203966690 0.000000001 0.869783420 0.149772760 ENSPREG00000009749
## 24012 0.947154320 0.000000030 0.026925770 0.750957360 ENSPREG00000009749
## 24013 0.355236900 0.000000010 0.057113140 0.096298380 ENSPREG00000009749
## 24014 0.909170000 0.000000040 0.716111010 0.300074280 ENSPREG00000009749
## 24251 0.001547520 0.000000090 0.001274100 0.362706620 ENSPREG00000022534
## 24309 0.000300730 0.000000001 0.841183600 0.022363260 ENSPREG00000017857
## 24310 0.024905480 0.000000030 0.004697770 0.000000090 ENSPREG00000017857
## 24445 0.001230320 0.000000070 0.078007040 0.208142910 ENSPREG00000014625
## 24446 0.000085420 0.000000010 0.047360240 0.590587140 ENSPREG00000014625
## 24447 0.000397780 0.000000100 0.700744560 0.299258170 ENSPREG00000014625
## 24448 0.001816310 0.000000010 0.065791680 0.328269520 ENSPREG00000014625
## 24449 0.025423260 0.000000100 0.001331060 0.001051880 ENSPREG00000014625
## 24450 0.000805950 0.000000170 0.025581270 0.005237740 ENSPREG00000014625
## 24475 0.801849800 0.000000040 0.114298370 0.196793810 ENSPREG00000021266
## 24512 0.000005270 0.000000140 0.000775130 0.000029750 ENSPREG00000009789
## 24793 0.449832000 0.000000130 0.283763220 0.000002530 ENSPREG00000016408
## 24794 0.009351290 0.000000040 0.799999210 0.005311230 ENSPREG00000016408
## 24869 0.077137860 0.000000060 0.451324890 0.000080260 ENSPREG00000021117
## 24870 0.091735880 0.000000090 0.480049860 0.000103750 ENSPREG00000021117
## 24871 0.186793070 0.000000001 0.706241950 0.017720990 ENSPREG00000021117
## 24872 0.000051680 0.000000030 0.837930290 0.000084290 ENSPREG00000021117
## 24873 0.007790160 0.000000190 0.842413470 0.009531490 ENSPREG00000021117
## 24874 0.001406740 0.000000020 0.936089880 0.000195150 ENSPREG00000021117
## 24875 0.001549560 0.000000190 0.841642330 0.000430120 ENSPREG00000021117
## 24876 0.003731450 0.000000010 0.010929230 0.030222130 ENSPREG00000021117
## 24877 0.002631180 0.000000130 0.947248820 0.040657140 ENSPREG00000021117
## 24878 0.002541510 0.000000050 0.843639320 0.036627550 ENSPREG00000021117
## 24879 0.000853770 0.000000030 0.041201090 0.024808010 ENSPREG00000021117
## 24880 0.000526900 0.000000060 0.016764570 0.037338090 ENSPREG00000021117
## 24881 0.001093590 0.000000160 0.478124450 0.021969840 ENSPREG00000021117
## 24882 0.001387580 0.000000130 0.565522450 0.000206480 ENSPREG00000021117
## 24909 0.005641830 0.000000050 0.189553110 0.696169470 ENSPREG00000003084
## 24910 0.000278510 0.000000001 0.303599910 0.774145830 ENSPREG00000003084
## 24911 0.000074280 0.000000030 0.332572150 0.370468010 ENSPREG00000003084
## 24912 0.000187880 0.000000001 0.329427530 0.330418530 ENSPREG00000003084
## 24913 0.000547610 0.000000010 0.237858390 0.607943030 ENSPREG00000003084
## 24914 0.000804300 0.000000010 0.193850360 0.347058330 ENSPREG00000003084
## 24915 0.000252240 0.000000001 0.027345350 0.193677760 ENSPREG00000003084
## 24916 0.000896010 0.000000001 0.031206650 0.419195400 ENSPREG00000003084
## 24917 0.003991950 0.000000001 0.000066170 0.798448310 ENSPREG00000003084
## 24918 0.047874220 0.000000001 0.000399560 0.165899940 ENSPREG00000003084
## 24919 0.017901940 0.000000001 0.000867680 0.148439120 ENSPREG00000003084
## 24920 0.000024610 0.000000130 0.794754580 0.080388440 ENSPREG00000003084
## 24921 0.000061870 0.000000020 0.674672150 0.636713550 ENSPREG00000003084
## 24922 0.000448190 0.000000020 0.402778860 0.143766700 ENSPREG00000003084
## 24923 0.007666190 0.000000001 0.554760620 0.030769340 ENSPREG00000003084
## 24924 0.007048760 0.000000001 0.147872060 0.016795960 ENSPREG00000003084
## 24925 0.320858690 0.000000010 0.228580350 0.211807460 ENSPREG00000003084
## 24926 0.504308420 0.000000001 0.070111930 0.052965530 ENSPREG00000003084
## 24927 0.112942320 0.000000001 0.228752970 0.079934070 ENSPREG00000003084
## 24928 0.161799100 0.000000001 0.119098180 0.105233760 ENSPREG00000003084
## 24929 0.086931060 0.000000050 0.244945370 0.859213600 ENSPREG00000003084
## 24930 0.000008520 0.000000100 0.339004860 0.953174920 ENSPREG00000003250
## 24931 0.000105150 0.000000010 0.223462720 0.981837250 ENSPREG00000003250
## 24982 0.000000440 0.000000070 0.797491870 0.500309030 ENSPREG00000004341
## 25004 0.000050950 0.000000110 0.288309960 0.851506940 ENSPREG00000011860
## 25005 0.000008380 0.000000080 0.238863060 0.001125590 ENSPREG00000011860
## 25006 0.000443180 0.000000110 0.711033820 0.601334620 ENSPREG00000011860
## 25007 0.000000270 0.000000080 0.089820430 0.209697560 ENSPREG00000011860
## 25185 0.000003750 0.000000040 0.001013240 0.405725730 ENSPREG00000018480
## 25186 0.000001180 0.000000160 0.305543010 0.088937480 ENSPREG00000018480
## 25187 0.000001320 0.000000010 0.565612010 0.143123910 ENSPREG00000018480
## 25188 0.000004830 0.000000001 0.000013450 0.004835160 ENSPREG00000018480
## 25189 0.000000730 0.000000150 0.000406580 0.019683240 ENSPREG00000018480
## 25318 0.000430990 0.000000010 0.004283090 0.018898630 ENSPREG00000006572
## 25319 0.000822220 0.000000040 0.006304370 0.089296550 ENSPREG00000006572
## 25494 0.004150040 0.000000020 0.000427520 0.003114290 ENSPREG00000001070
## 25495 0.022906610 0.000000010 0.049511220 0.043665740 ENSPREG00000001070
## 25496 0.007598490 0.000000001 0.080446890 0.142351200 ENSPREG00000001070
## 25497 0.000207350 0.000000020 0.001673640 0.198086480 ENSPREG00000001070
## 25575 0.000371980 0.000000100 0.330360800 0.414022570 ENSPREG00000017070
## 25578 0.000092730 0.000000160 0.053582550 0.640970180 ENSPREG00000020137
## 25711 0.000006820 0.000000001 0.000624430 0.008125790 ENSPREG00000008053
## 25712 0.004077230 0.000000070 0.000031100 0.003657970 ENSPREG00000008053
## 25713 0.002609770 0.000000020 0.000252580 0.024096040 ENSPREG00000008053
## 25714 0.004215410 0.000000020 0.000185500 0.026548200 ENSPREG00000008053
## 25715 0.000003490 0.000000030 0.002037800 0.217395310 ENSPREG00000008053
## 25716 0.000001880 0.000000010 0.003088380 0.256374930 ENSPREG00000008053
## 25717 0.000178670 0.000000060 0.030287860 0.227095700 ENSPREG00000008053
## 25718 0.000290350 0.000000040 0.002516380 0.021791180 ENSPREG00000008053
## 25719 0.002980670 0.000000030 0.467174150 0.210964200 ENSPREG00000008053
## 25720 0.000102240 0.000000001 0.022217490 0.048014220 ENSPREG00000008053
## 25721 0.000173440 0.000000001 0.026616770 0.041263750 ENSPREG00000008053
## 25722 0.000206240 0.000000080 0.248025860 0.910305850 ENSPREG00000008053
## 25723 0.000153320 0.000000020 0.040866020 0.017209580 ENSPREG00000008053
## 25724 0.137813480 0.000000040 0.089969820 0.017828420 ENSPREG00000008053
## 25725 0.000003220 0.000000001 0.000135180 0.001884140 ENSPREG00000008053
## 25726 0.099091880 0.000000010 0.001685560 0.011847490 ENSPREG00000008053
## 25727 0.000437750 0.000000010 0.001721880 0.014112590 ENSPREG00000008053
## 25728 0.000819980 0.000000001 0.002157450 0.024075280 ENSPREG00000008053
## 25729 0.000596490 0.000000001 0.009988880 0.269901230 ENSPREG00000008053
## 25730 0.000116460 0.000000030 0.000570100 0.022984160 ENSPREG00000008053
## 25731 0.000002210 0.000000020 0.000021020 0.001213580 ENSPREG00000008053
## 25732 0.000006700 0.000000001 0.000521720 0.000534620 ENSPREG00000008053
## 25733 0.000014170 0.000000001 0.000118030 0.000133110 ENSPREG00000008053
## 25734 0.000027200 0.000000010 0.000205150 0.000095890 ENSPREG00000008053
## 25735 0.010273350 0.000000120 0.002982590 0.007269520 ENSPREG00000008053
## 25736 0.000326090 0.000000001 0.000600410 0.000638410 ENSPREG00000008053
## 25737 0.000064530 0.000000001 0.000270800 0.000181700 ENSPREG00000008053
## 25738 0.000839440 0.000000001 0.000071820 0.002027930 ENSPREG00000008053
## 25739 0.000248010 0.000000060 0.536934980 0.018236800 ENSPREG00000008053
## 25740 0.000142790 0.000000020 0.259727970 0.003379570 ENSPREG00000008053
## 25741 0.000002500 0.000000020 0.010712440 0.030868220 ENSPREG00000008053
## 25742 0.000077890 0.000000070 0.005731530 0.001798290 ENSPREG00000008053
## 25743 0.000016600 0.000000001 0.000011060 0.000041910 ENSPREG00000008053
## 25744 0.000633360 0.000000030 0.005264860 0.223574810 ENSPREG00000008053
## 25745 0.000877770 0.000000001 0.071944320 0.582174100 ENSPREG00000008053
## 25746 0.000000210 0.000000001 0.001559830 0.017092000 ENSPREG00000008053
## 25747 0.001067030 0.000000001 0.674379220 0.262145560 ENSPREG00000008053
## 25748 0.035780210 0.000000001 0.007224580 0.147585540 ENSPREG00000008053
## 25749 0.045620570 0.000000100 0.000416110 0.000372710 ENSPREG00000008053
## 25750 0.081482680 0.000000001 0.000001320 0.000074060 ENSPREG00000008053
## 25751 0.141136570 0.000000040 0.001680480 0.191491710 ENSPREG00000008053
## 25752 0.000001370 0.000000050 0.074316890 0.055483510 ENSPREG00000008053
## 25753 0.000000370 0.000000001 0.001041260 0.066124470 ENSPREG00000008053
## 25754 0.053460330 0.000000130 0.031367550 0.024037410 ENSPREG00000008053
## 25755 0.000173880 0.000000001 0.000010760 0.000841310 ENSPREG00000008053
## 25756 0.182554190 0.000000001 0.000750460 0.000416920 ENSPREG00000008053
## 25757 0.021055940 0.000000001 0.000854610 0.000672310 ENSPREG00000008053
## 25758 0.029880110 0.000000001 0.000060570 0.000018930 ENSPREG00000008053
## 25759 0.024012720 0.000000001 0.000072850 0.000046340 ENSPREG00000008053
## 25760 0.022783080 0.000000001 0.031103050 0.132565530 ENSPREG00000008053
## 25761 0.022067380 0.000000010 0.012249150 0.018921970 ENSPREG00000008053
## 25762 0.007376590 0.000000001 0.000921460 0.000139580 ENSPREG00000008053
## 25763 0.000000840 0.000000001 0.000131570 0.014313740 ENSPREG00000008053
## 25764 0.010474450 0.000000010 0.000045170 0.000002690 ENSPREG00000008053
## 25765 0.000809270 0.000000001 0.000184670 0.000000200 ENSPREG00000008053
## 26121 0.012319600 0.000000010 0.088340750 0.227539400 ENSPREG00000019012
## 26122 0.025028850 0.000000020 0.146581380 0.123079530 ENSPREG00000019012
## 26123 0.002597370 0.000000110 0.068222200 0.261468070 ENSPREG00000019012
## 26124 0.073537330 0.000000010 0.005743720 0.043424540 ENSPREG00000019012
## 26125 0.002829530 0.000000120 0.874816230 0.350268670 ENSPREG00000019012
## 26126 0.003851450 0.000000060 0.075905680 0.406931420 ENSPREG00000019012
## 26127 0.000145060 0.000000160 0.450697540 0.692616860 ENSPREG00000019012
## 26128 0.000147720 0.000000050 0.037851370 0.114134590 ENSPREG00000019012
## 26129 0.000098460 0.000000030 0.015484430 0.192054980 ENSPREG00000019012
## 26130 0.003103120 0.000000090 0.063995180 0.066366320 ENSPREG00000019012
## 26131 0.004023490 0.000000020 0.489300930 0.767836900 ENSPREG00000019012
## 26132 0.022665970 0.000000060 0.818906450 0.275348030 ENSPREG00000019012
## 26133 0.009397950 0.000000050 0.487127180 0.284492950 ENSPREG00000019012
## 26134 0.000235520 0.000000030 0.262980820 0.289065240 ENSPREG00000019012
## 26135 0.000118340 0.000000001 0.498939120 0.455067780 ENSPREG00000019012
## 26136 0.000106230 0.000000040 0.159217480 0.148918700 ENSPREG00000019012
## 26137 0.028568750 0.000000070 0.856017740 0.575421920 ENSPREG00000019012
## 26138 0.037390160 0.000000050 0.410989340 0.449591020 ENSPREG00000019012
## 26139 0.003919110 0.000000010 0.975287570 0.853830390 ENSPREG00000019012
## 26140 0.001863300 0.000000060 0.245477350 0.321293970 ENSPREG00000019012
## 26141 0.002180580 0.000000001 0.413586030 0.223597670 ENSPREG00000019012
## 26142 0.012072530 0.000000050 0.487800550 0.624138320 ENSPREG00000019012
## 26143 0.000617570 0.000000010 0.896117750 0.302700290 ENSPREG00000019012
## 26144 0.660086860 0.000000050 0.303015840 0.939266080 ENSPREG00000019012
## 26145 0.828116730 0.000000050 0.268012420 0.968504650 ENSPREG00000019012
## 26146 0.907506180 0.000000090 0.498916220 0.924298120 ENSPREG00000019012
## 26147 0.177932270 0.000000130 0.183885390 0.381266250 ENSPREG00000019012
## 26148 0.000297830 0.000000020 0.054659640 0.939114830 ENSPREG00000019012
## 26149 0.036086890 0.000000010 0.120423480 0.051688790 ENSPREG00000019012
## 26150 0.026505110 0.000000030 0.133315630 0.964074390 ENSPREG00000019012
## 26151 0.000091570 0.000000050 0.055295480 0.316873660 ENSPREG00000019012
## 26152 0.005221880 0.000000120 0.984260680 0.545674260 ENSPREG00000019012
## 26153 0.014077350 0.000000001 0.000180930 0.242027290 ENSPREG00000019012
## 26154 0.000815110 0.000000010 0.011494260 0.652173750 ENSPREG00000019012
## 26155 0.021149740 0.000000020 0.025039410 0.455693700 ENSPREG00000019012
## 26156 0.012405170 0.000000140 0.039380840 0.996727940 ENSPREG00000019012
## 26157 0.012432320 0.000000010 0.122909660 0.312963270 ENSPREG00000019012
## 26158 0.003519150 0.000000010 0.218798520 0.596035110 ENSPREG00000019012
## 26159 0.031323920 0.000000010 0.207686550 0.667063980 ENSPREG00000019012
## 26160 0.029181080 0.000000010 0.116214600 0.998111180 ENSPREG00000019012
## 26161 0.168677310 0.000000050 0.003890670 0.295546490 ENSPREG00000019012
## 26162 0.057965120 0.000000070 0.028126720 0.565098590 ENSPREG00000019012
## 26163 0.000369610 0.000000010 0.276126920 0.565292990 ENSPREG00000019012
## 26164 0.001476740 0.000000001 0.544673130 0.390770380 ENSPREG00000019012
## 26165 0.000367890 0.000000001 0.631698560 0.858483830 ENSPREG00000019012
## 26166 0.003390930 0.000000100 0.909646120 0.137789790 ENSPREG00000019012
## 26167 0.007186540 0.000000030 0.866845100 0.128119990 ENSPREG00000019012
## 26168 0.014626190 0.000000001 0.000225640 0.511773640 ENSPREG00000019012
## 26169 0.030952530 0.000000010 0.001491650 0.463331990 ENSPREG00000019012
## 26170 0.031249920 0.000000040 0.002850080 0.582466670 ENSPREG00000019012
## 26171 0.023119390 0.000000040 0.001865740 0.336225870 ENSPREG00000019012
## 26172 0.000329200 0.000000090 0.644113150 0.472673970 ENSPREG00000019012
## 26173 0.005280070 0.000000001 0.886811720 0.806513640 ENSPREG00000019012
## 26174 0.005453370 0.000000001 0.048817110 0.002821700 ENSPREG00000019012
## 26175 0.045388400 0.000000001 0.000811140 0.004107700 ENSPREG00000019012
## 26176 0.002214670 0.000000070 0.414686200 0.593985640 ENSPREG00000019012
## 26177 0.012189930 0.000000140 0.002516670 0.132587730 ENSPREG00000019012
## 26178 0.059883400 0.000000070 0.209113490 0.121713260 ENSPREG00000019012
## 26179 0.000514610 0.000000030 0.846170300 0.965025180 ENSPREG00000019012
## 26180 0.000159350 0.000000001 0.980779240 0.925135900 ENSPREG00000019012
## 26181 0.010504480 0.000000010 0.873680550 0.376578600 ENSPREG00000019012
## 26182 0.000028630 0.000000001 0.277159950 0.023011540 ENSPREG00000019012
## 26183 0.004933540 0.000000001 0.088655860 0.116352640 ENSPREG00000019012
## 26184 0.001443710 0.000000001 0.104984930 0.057735560 ENSPREG00000019012
## 26185 0.004273880 0.000000130 0.093098190 0.560063440 ENSPREG00000019012
## 26186 0.018492610 0.000000100 0.069127970 0.775960560 ENSPREG00000019012
## 26187 0.009410500 0.000000001 0.171096650 0.602878580 ENSPREG00000019012
## 26188 0.016011410 0.000000001 0.255623160 0.464901670 ENSPREG00000019012
## 26189 0.010543840 0.000000010 0.635732680 0.235628310 ENSPREG00000019012
## 26190 0.016885980 0.000000060 0.021547600 0.262420600 ENSPREG00000019012
## 26191 0.027605360 0.000000070 0.080666990 0.578252470 ENSPREG00000019012
## 26192 0.002019220 0.000000001 0.340954340 0.915473690 ENSPREG00000019012
## 26193 0.002431960 0.000000080 0.494387690 0.778754960 ENSPREG00000019012
## 26194 0.004625370 0.000000010 0.259496360 0.902855940 ENSPREG00000019012
## 26195 0.564445140 0.000000100 0.096597550 0.121250200 ENSPREG00000019012
## 26196 0.008063850 0.000000001 0.807925960 0.436247640 ENSPREG00000019012
## 26197 0.001837540 0.000000110 0.835381050 0.161943190 ENSPREG00000019012
## 26198 0.005358200 0.000000060 0.028657810 0.983930520 ENSPREG00000019012
## 26199 0.000494800 0.000000001 0.513425670 0.713920840 ENSPREG00000019012
## 26200 0.000562530 0.000000010 0.586320300 0.816885080 ENSPREG00000019012
## 26201 0.015868790 0.000000001 0.015532870 0.225613890 ENSPREG00000019012
## 26202 0.010947730 0.000000001 0.005279530 0.142503470 ENSPREG00000019012
## 26203 0.093804340 0.000000060 0.000663910 0.106266230 ENSPREG00000019012
## 26204 0.011324610 0.000000060 0.714346820 0.746831940 ENSPREG00000019012
## 26205 0.000356930 0.000000001 0.722755960 0.458984110 ENSPREG00000019012
## 26206 0.004547210 0.000000150 0.599379540 0.315440220 ENSPREG00000019012
## 26207 0.012465650 0.000000001 0.333306600 0.230187340 ENSPREG00000019012
## 26208 0.027711590 0.000000001 0.929664180 0.527572290 ENSPREG00000019012
## 26209 0.031682800 0.000000001 0.693475390 0.617519090 ENSPREG00000019012
## 26210 0.018193100 0.000000001 0.527236210 0.258872480 ENSPREG00000019012
## 26211 0.001888330 0.000000010 0.509708600 0.963749030 ENSPREG00000019012
## 26212 0.013177800 0.000000010 0.675169180 0.219041990 ENSPREG00000019012
## 26213 0.118093740 0.000000010 0.342514850 0.619373210 ENSPREG00000019012
## 26214 0.002377200 0.000000001 0.263361840 0.147823770 ENSPREG00000019012
## 26215 0.012290600 0.000000010 0.000670750 0.001482310 ENSPREG00000019012
## 26216 0.002536980 0.000000001 0.832226130 0.253938690 ENSPREG00000019012
## 26217 0.010428180 0.000000001 0.736448700 0.816664300 ENSPREG00000019012
## 26218 0.013496150 0.000000001 0.040629420 0.913187380 ENSPREG00000019012
## 26219 0.004015380 0.000000140 0.721320580 0.137019210 ENSPREG00000019012
## 26612 0.077702660 0.000000001 0.731732280 0.375306340 ENSPREG00000003584
## 26613 0.100670680 0.000000050 0.015108760 0.664430330 ENSPREG00000003584
## 26614 0.294133100 0.000000030 0.800133500 0.116334210 ENSPREG00000003584
## 26615 0.376349320 0.000000030 0.887793070 0.138515190 ENSPREG00000003584
## 26746 0.139126230 0.000000020 0.967989730 0.347443680 ENSPREG00000015796
## gene_biotype gene_name
## 78 protein_coding kcnh7
## 79 protein_coding kcnh7
## 80 protein_coding kcnh7
## 81 protein_coding kcnh7
## 82 protein_coding kcnh7
## 83 protein_coding kcnh7
## 180 protein_coding NCKAP5
## 181 protein_coding NCKAP5
## 182 protein_coding NCKAP5
## 183 protein_coding NCKAP5
## 184 protein_coding NCKAP5
## 185 protein_coding NCKAP5
## 186 protein_coding NCKAP5
## 187 protein_coding NCKAP5
## 469 protein_coding ccnyl1
## 488 protein_coding tbc1d4
## 489 protein_coding tbc1d4
## 490 protein_coding tbc1d4
## 492 protein_coding aff3
## 507 protein_coding mfsd9
## 508 protein_coding mfsd9
## 864 protein_coding gpc6b
## 865 protein_coding gpc6b
## 866 protein_coding gpc6b
## 867 protein_coding gpc6b
## 868 protein_coding gpc6b
## 897 protein_coding fmnl2a
## 898 protein_coding fmnl2a
## 899 protein_coding fmnl2a
## 1074 protein_coding GLO1
## 1101 protein_coding rbpms2a
## 1333 protein_coding si:ch211-150g13.3
## 1334 protein_coding si:ch211-150g13.3
## 1335 protein_coding si:ch211-150g13.3
## 1336 protein_coding si:ch211-150g13.3
## 1337 protein_coding si:ch211-150g13.3
## 1338 protein_coding si:ch211-150g13.3
## 1339 protein_coding si:ch211-150g13.3
## 1431 protein_coding igf1rb
## 1432 protein_coding igf1rb
## 1459 protein_coding adcyap1r1a
## 1693 protein_coding dot1l
## 1694 protein_coding dot1l
## 1695 protein_coding dot1l
## 1727 protein_coding crlf1b
## 1746 protein_coding ttll7
## 1747 protein_coding cpox
## 1748 protein_coding cpox
## 1749 protein_coding cpox
## 2179 protein_coding kif21a
## 2266 protein_coding cyb5r2
## 2267 protein_coding PPFIBP2
## 2525 protein_coding zbtb46
## 2526 protein_coding zbtb46
## 2527 protein_coding zbtb46
## 2528 protein_coding zbtb46
## 2529 protein_coding zbtb46
## 2530 protein_coding zbtb46
## 2531 protein_coding zbtb46
## 2532 protein_coding zbtb46
## 2533 protein_coding zbtb46
## 2534 protein_coding zbtb46
## 2535 protein_coding zbtb46
## 2536 protein_coding zbtb46
## 2537 protein_coding zbtb46
## 2580 protein_coding rbms2b
## 2581 protein_coding rbms2b
## 2582 protein_coding rbms2b
## 2583 protein_coding rbms2b
## 2584 protein_coding rbms2b
## 2585 protein_coding rbms2b
## 2730 protein_coding timm29
## 2861 protein_coding rai1
## 2862 protein_coding rai1
## 2996 protein_coding odf2b
## 2997 protein_coding odf2b
## 3115 protein_coding slc2a11b
## 3123 protein_coding si:ch211-166a6.5
## 3124 protein_coding si:ch211-166a6.5
## 3125 protein_coding si:ch211-166a6.5
## 3173 protein_coding TCF7L1
## 3174 protein_coding TCF7L1
## 3175 protein_coding TCF7L1
## 3176 protein_coding TCF7L1
## 3177 protein_coding TCF7L1
## 3178 protein_coding TCF7L1
## 3179 protein_coding TCF7L1
## 3180 protein_coding TCF7L1
## 3208 protein_coding clint1a
## 3725 protein_coding ANKRD50
## 3868 protein_coding cckb
## 4436 protein_coding RILPL1
## 4437 protein_coding RILPL1
## 4438 protein_coding RILPL1
## 4439 protein_coding RILPL1
## 4440 protein_coding RILPL1
## 4441 protein_coding RILPL1
## 4442 protein_coding RILPL1
## 4443 protein_coding RILPL1
## 4444 protein_coding RILPL1
## 4445 protein_coding RILPL1
## 4489 protein_coding si:ch73-234b20.5
## 4954 protein_coding pou5f3
## 4955 protein_coding pou5f3
## 4956 protein_coding pou5f3
## 4957 protein_coding pou5f3
## 4958 protein_coding pou5f3
## 6213 protein_coding p4ha3
## 6214 protein_coding p4ha3
## 6215 protein_coding p4ha3
## 6216 protein_coding p4ha3
## 6217 protein_coding p4ha3
## 6218 protein_coding p4ha3
## 6219 protein_coding p4ha3
## 6220 protein_coding p4ha3
## 6221 protein_coding p4ha3
## 6222 protein_coding p4ha3
## 6223 protein_coding p4ha3
## 6224 protein_coding p4ha3
## 6225 protein_coding p4ha3
## 6226 protein_coding p4ha3
## 6227 protein_coding p4ha3
## 6228 protein_coding p4ha3
## 6229 protein_coding p4ha3
## 6230 protein_coding p4ha3
## 6231 protein_coding p4ha3
## 6232 protein_coding p4ha3
## 6233 protein_coding p4ha3
## 6234 protein_coding p4ha3
## 6235 protein_coding p4ha3
## 6236 protein_coding p4ha3
## 6237 protein_coding p4ha3
## 6238 protein_coding p4ha3
## 6239 protein_coding p4ha3
## 6240 protein_coding p4ha3
## 6241 protein_coding p4ha3
## 6242 protein_coding p4ha3
## 6243 protein_coding p4ha3
## 6244 protein_coding p4ha3
## 6245 protein_coding p4ha3
## 6246 protein_coding p4ha3
## 6247 protein_coding p4ha3
## 6248 protein_coding p4ha3
## 6249 protein_coding p4ha3
## 8312 protein_coding hic1
## 8313 protein_coding hic1
## 8314 protein_coding hic1
## 8315 protein_coding hic1
## 8316 protein_coding hic1
## 8317 protein_coding hic1
## 8318 protein_coding hic1
## 8319 protein_coding hic1
## 8320 protein_coding hic1
## 8321 protein_coding hic1
## 8322 protein_coding hic1
## 8323 protein_coding hic1
## 8324 protein_coding hic1
## 8325 protein_coding hic1
## 8326 protein_coding hic1
## 8327 protein_coding hic1
## 8328 protein_coding hic1
## 8329 protein_coding hic1
## 8330 protein_coding hic1
## 8331 protein_coding hic1
## 8332 protein_coding hic1
## 8333 protein_coding hic1
## 8334 protein_coding hic1
## 10366 protein_coding map6b
## 10368 protein_coding map6b
## 10370 protein_coding map6b
## 10372 protein_coding map6b
## 10373 protein_coding map6b
## 10374 protein_coding map6b
## 10375 protein_coding map6b
## 10376 protein_coding map6b
## 10377 protein_coding map6b
## 10378 protein_coding map6b
## 10379 protein_coding map6b
## 10380 protein_coding map6b
## 10381 protein_coding map6b
## 10382 protein_coding map6b
## 10383 protein_coding map6b
## 10384 protein_coding map6b
## 10385 protein_coding map6b
## 10386 protein_coding map6b
## 10387 protein_coding map6b
## 10388 protein_coding map6b
## 10389 protein_coding map6b
## 10390 protein_coding map6b
## 10391 protein_coding map6b
## 10392 protein_coding map6b
## 10393 protein_coding map6b
## 10394 protein_coding map6b
## 10395 protein_coding map6b
## 10396 protein_coding map6b
## 10397 protein_coding map6b
## 10398 protein_coding map6b
## 10399 protein_coding map6b
## 10400 protein_coding map6b
## 10401 protein_coding map6b
## 10402 protein_coding map6b
## 10403 protein_coding map6b
## 10404 protein_coding map6b
## 10405 protein_coding map6b
## 10406 protein_coding map6b
## 10407 protein_coding map6b
## 10408 protein_coding map6b
## 10409 protein_coding map6b
## 10410 protein_coding map6b
## 10411 protein_coding map6b
## 10412 protein_coding map6b
## 10413 protein_coding map6b
## 10414 protein_coding map6b
## 12172 protein_coding dock10
## 12173 protein_coding dock10
## 12174 protein_coding dock10
## 12175 protein_coding dock10
## 12176 protein_coding dock10
## 12177 protein_coding dock10
## 12193 protein_coding PRLHR
## 12199 protein_coding strn4
## 12235 protein_coding SH2B2
## 12236 protein_coding SH2B2
## 12237 protein_coding SH2B2
## 12257 protein_coding schip1
## 12258 protein_coding schip1
## 12259 protein_coding schip1
## 12260 protein_coding schip1
## 12261 protein_coding schip1
## 12262 protein_coding schip1
## 12263 protein_coding schip1
## 12264 protein_coding schip1
## 12265 protein_coding schip1
## 12266 protein_coding schip1
## 12267 protein_coding schip1
## 12268 protein_coding schip1
## 12269 protein_coding schip1
## 12270 protein_coding schip1
## 12271 protein_coding schip1
## 12272 protein_coding schip1
## 12306 protein_coding gramd1bb
## 12307 protein_coding gramd1bb
## 12348 protein_coding ankrd13b
## 12349 protein_coding ankrd13b
## 12350 protein_coding ankrd13b
## 12987 protein_coding si:ch211-266i6.3
## 13130 protein_coding GPR119
## 13620 protein_coding syngap1b
## 13664 protein_coding bbs9
## 13665 protein_coding bbs9
## 13666 protein_coding bbs9
## 13667 protein_coding bbs9
## 13668 protein_coding bbs9
## 13669 protein_coding hormad1
## 13915 protein_coding adam22
## 13917 protein_coding adam22
## 13919 protein_coding adam22
## 13996 protein_coding plecb
## 14276 protein_coding atp1a2a
## 14277 protein_coding atp1a2a
## 14311 protein_coding mettl17
## 14312 protein_coding mettl17
## 15281 protein_coding nhsl2
## 15282 protein_coding nhsl2
## 15283 protein_coding nhsl2
## 15644 protein_coding CAMK2G
## 15645 protein_coding CAMK2G
## 15646 protein_coding CAMK2G
## 15647 protein_coding CAMK2G
## 15648 protein_coding CAMK2G
## 15649 protein_coding CAMK2G
## 15650 protein_coding CAMK2G
## 15651 protein_coding CAMK2G
## 15652 protein_coding CAMK2G
## 15904 protein_coding wnt3
## 15905 protein_coding wnt3
## 15906 protein_coding wnt3
## 15907 protein_coding wnt3
## 15908 protein_coding wnt3
## 15909 protein_coding wnt3
## 15910 protein_coding wnt3
## 15911 protein_coding wnt3
## 15912 protein_coding wnt3
## 15913 protein_coding wnt3
## 15914 protein_coding wnt3
## 15915 protein_coding wnt3
## 15916 protein_coding wnt3
## 15917 protein_coding wnt3
## 15918 protein_coding wnt3
## 15919 protein_coding wnt3
## 15921 protein_coding wnt3
## 15923 protein_coding wnt3
## 16252 protein_coding si:ch211-176g6.2
## 16253 protein_coding si:ch211-176g6.2
## 16254 protein_coding si:ch211-176g6.2
## 16255 protein_coding si:ch211-176g6.2
## 16256 protein_coding si:ch211-176g6.2
## 16257 protein_coding si:ch211-176g6.2
## 16258 protein_coding si:ch211-176g6.2
## 16312 protein_coding adarb2
## 16313 protein_coding adarb2
## 16314 protein_coding adarb2
## 16315 protein_coding adarb2
## 16316 protein_coding adarb2
## 16317 protein_coding adarb2
## 16318 protein_coding adarb2
## 16319 protein_coding adarb2
## 16320 protein_coding adarb2
## 16321 protein_coding adarb2
## 16322 protein_coding adarb2
## 16323 protein_coding adarb2
## 16324 protein_coding adarb2
## 16325 protein_coding adarb2
## 16326 protein_coding adarb2
## 16327 protein_coding adarb2
## 16328 protein_coding adarb2
## 16329 protein_coding adarb2
## 16330 protein_coding adarb2
## 16331 protein_coding adarb2
## 16332 protein_coding adarb2
## 16333 protein_coding adarb2
## 16334 protein_coding adarb2
## 16335 protein_coding adarb2
## 16336 protein_coding adarb2
## 16337 protein_coding adarb2
## 16338 protein_coding adarb2
## 16339 protein_coding adarb2
## 16340 protein_coding adarb2
## 16341 protein_coding adarb2
## 16342 protein_coding adarb2
## 16343 protein_coding adarb2
## 16344 protein_coding adarb2
## 16345 protein_coding adarb2
## 16346 protein_coding adarb2
## 16347 protein_coding adarb2
## 16348 protein_coding adarb2
## 16349 protein_coding adarb2
## 16350 protein_coding adarb2
## 16351 protein_coding adarb2
## 16352 protein_coding adarb2
## 16353 protein_coding adarb2
## 16354 protein_coding adarb2
## 16355 protein_coding adarb2
## 16356 protein_coding adarb2
## 16357 protein_coding adarb2
## 16358 protein_coding adarb2
## 16359 protein_coding adarb2
## 16360 protein_coding adarb2
## 16361 protein_coding adarb2
## 16362 protein_coding adarb2
## 16363 protein_coding adarb2
## 16364 protein_coding adarb2
## 16365 protein_coding adarb2
## 16673 protein_coding enpp1
## 16674 protein_coding enpp1
## 16675 protein_coding enpp1
## 16676 protein_coding enpp1
## 16746 protein_coding gabrr2b
## 17106 protein_coding MYT1L
## 17107 protein_coding MYT1L
## 17215 protein_coding aebp2
## 17220 protein_coding NXPE3
## 17221 protein_coding NXPE3
## 17222 protein_coding NXPE3
## 17223 protein_coding NXPE3
## 17224 protein_coding NXPE3
## 17225 protein_coding NXPE3
## 17232 protein_coding NXPE3
## 17450 protein_coding ptprz1b
## 17451 protein_coding ptprz1b
## 17452 protein_coding ptprz1b
## 17453 protein_coding ptprz1b
## 17454 protein_coding ptprz1b
## 17455 protein_coding ptprz1b
## 17456 protein_coding ptprz1b
## 17457 protein_coding ptprz1b
## 17458 protein_coding ptprz1b
## 17459 protein_coding ptprz1b
## 17460 protein_coding ptprz1b
## 17461 protein_coding ptprz1b
## 17462 protein_coding ptprz1b
## 17463 protein_coding ptprz1b
## 17464 protein_coding ptprz1b
## 17465 protein_coding ptprz1b
## 17466 protein_coding ptprz1b
## 17467 protein_coding ptprz1b
## 17468 protein_coding ptprz1b
## 17469 protein_coding ptprz1b
## 17470 protein_coding ptprz1b
## 17471 protein_coding ptprz1b
## 17472 protein_coding ptprz1b
## 17525 protein_coding elk3
## 17527 protein_coding hcfc2
## 17565 protein_coding prl2
## 17566 protein_coding prl2
## 17567 protein_coding prl2
## 18150 protein_coding pikfyve
## 18151 protein_coding pikfyve
## 18152 protein_coding pikfyve
## 18153 protein_coding pikfyve
## 18154 protein_coding pikfyve
## 18155 protein_coding pikfyve
## 18156 protein_coding pikfyve
## 18157 protein_coding pikfyve
## 18158 protein_coding pikfyve
## 18159 protein_coding pikfyve
## 18160 protein_coding pikfyve
## 18161 protein_coding pikfyve
## 18162 protein_coding pikfyve
## 18163 protein_coding pikfyve
## 18164 protein_coding pikfyve
## 18165 protein_coding pikfyve
## 18166 protein_coding pikfyve
## 18167 protein_coding pikfyve
## 18168 protein_coding pikfyve
## 18169 protein_coding pikfyve
## 18170 protein_coding pikfyve
## 18171 protein_coding pikfyve
## 18172 protein_coding pikfyve
## 18173 protein_coding pikfyve
## 18174 protein_coding pikfyve
## 18175 protein_coding pikfyve
## 18176 protein_coding pikfyve
## 18177 protein_coding pikfyve
## 18178 protein_coding pikfyve
## 18179 protein_coding pikfyve
## 18180 protein_coding pikfyve
## 18181 protein_coding pikfyve
## 18182 protein_coding pikfyve
## 18183 protein_coding pikfyve
## 18184 protein_coding pikfyve
## 18185 protein_coding pikfyve
## 18186 protein_coding pikfyve
## 18187 protein_coding pikfyve
## 18188 protein_coding pikfyve
## 18189 protein_coding pikfyve
## 18190 protein_coding pikfyve
## 18277 protein_coding hoxd3a
## 18282 protein_coding fmnl2a
## 18283 protein_coding fmnl2a
## 18284 protein_coding fmnl2a
## 18285 protein_coding fmnl2a
## 18286 protein_coding fmnl2a
## 18287 protein_coding fmnl2a
## 18288 protein_coding fmnl2a
## 18289 protein_coding fmnl2a
## 18290 protein_coding fmnl2a
## 18291 protein_coding fmnl2a
## 18292 protein_coding fmnl2a
## 18293 protein_coding fmnl2a
## 18294 protein_coding fmnl2a
## 18295 protein_coding fmnl2a
## 18296 protein_coding fmnl2a
## 18297 protein_coding fmnl2a
## 18298 protein_coding fmnl2a
## 18299 protein_coding fmnl2a
## 18300 protein_coding fmnl2a
## 18760 protein_coding gpc5b
## 18858 protein_coding tbc1d7
## 18859 protein_coding tbc1d7
## 18860 protein_coding tbc1d7
## 18861 protein_coding tbc1d7
## 18862 protein_coding tbc1d7
## 18863 protein_coding tbc1d7
## 18864 protein_coding tbc1d7
## 18865 protein_coding tbc1d7
## 18866 protein_coding tbc1d7
## 18867 protein_coding tbc1d7
## 18868 protein_coding tbc1d7
## 18869 protein_coding tbc1d7
## 19577 protein_coding pamr1
## 19582 protein_coding cyb5r2
## 19583 protein_coding cyb5r2
## 19587 protein_coding PPFIBP2
## 19588 protein_coding PPFIBP2
## 19589 protein_coding PPFIBP2
## 19711 protein_coding pan2
## 19756 protein_coding gfap
## 19757 protein_coding gfap
## 19758 protein_coding gfap
## 19759 protein_coding gfap
## 19760 protein_coding gfap
## 19761 protein_coding gfap
## 19921 protein_coding stk17al
## 19959 protein_coding dhx37
## 20049 protein_coding smarcad1a
## 20359 protein_coding KCNIP1
## 20386 protein_coding s100v2
## 20387 protein_coding s100v2
## 20389 protein_coding umad1
## 20390 protein_coding umad1
## 20902 protein_coding med30
## 20903 protein_coding med30
## 20904 protein_coding med30
## 20905 protein_coding med30
## 20906 protein_coding med30
## 20907 protein_coding med30
## 20908 protein_coding med30
## 20909 protein_coding med30
## 20910 protein_coding med30
## 20911 protein_coding med30
## 20912 protein_coding med30
## 20913 protein_coding med30
## 20914 protein_coding med30
## 20915 protein_coding med30
## 20916 protein_coding med30
## 20917 protein_coding med30
## 20918 protein_coding med30
## 20919 protein_coding med30
## 20920 protein_coding med30
## 20921 protein_coding med30
## 20922 protein_coding med30
## 20923 protein_coding med30
## 20924 protein_coding med30
## 20925 protein_coding med30
## 20926 protein_coding med30
## 20927 protein_coding med30
## 20928 protein_coding med30
## 20929 protein_coding med30
## 20930 protein_coding med30
## 20931 protein_coding med30
## 20932 protein_coding med30
## 20933 protein_coding med30
## 20934 protein_coding med30
## 20935 protein_coding med30
## 20936 protein_coding med30
## 20937 protein_coding med30
## 20938 protein_coding med30
## 20939 protein_coding med30
## 20940 protein_coding med30
## 20941 protein_coding med30
## 20942 protein_coding med30
## 20943 protein_coding med30
## 20944 protein_coding med30
## 20945 protein_coding med30
## 20946 protein_coding med30
## 20947 protein_coding med30
## 20948 protein_coding med30
## 20949 protein_coding med30
## 20950 protein_coding med30
## 20951 protein_coding med30
## 20952 protein_coding med30
## 20953 protein_coding med30
## 20954 protein_coding med30
## 20955 protein_coding med30
## 20956 protein_coding med30
## 20957 protein_coding med30
## 20958 protein_coding med30
## 20959 protein_coding med30
## 20960 protein_coding med30
## 20961 protein_coding med30
## 20962 protein_coding med30
## 20963 protein_coding med30
## 20964 protein_coding med30
## 20965 protein_coding med30
## 20966 protein_coding med30
## 20967 protein_coding med30
## 20968 protein_coding med30
## 20969 protein_coding med30
## 20970 protein_coding med30
## 20971 protein_coding med30
## 20972 protein_coding med30
## 20973 protein_coding med30
## 20974 protein_coding med30
## 20975 protein_coding med30
## 20976 protein_coding med30
## 20977 protein_coding med30
## 21491 protein_coding fhl3b
## 21504 protein_coding tfap2e
## 21505 protein_coding tfap2e
## 21506 protein_coding tfap2e
## 21557 protein_coding pou5f3
## 21558 protein_coding pou5f3
## 21559 protein_coding pou5f3
## 21560 protein_coding pou5f3
## 21561 protein_coding pou5f3
## 21562 protein_coding pou5f3
## 21731 protein_coding schip1
## 21732 protein_coding schip1
## 21733 protein_coding schip1
## 22077 protein_coding gramd1bb
## 22078 protein_coding gramd1bb
## 22079 protein_coding gramd1bb
## 22080 protein_coding gramd1bb
## 22081 protein_coding gramd1bb
## 22082 protein_coding gramd1bb
## 22083 protein_coding gramd1bb
## 22084 protein_coding gramd1bb
## 22085 protein_coding gramd1bb
## 22086 protein_coding gramd1bb
## 22087 protein_coding gramd1bb
## 22088 protein_coding gramd1bb
## 22089 protein_coding gramd1bb
## 22090 protein_coding gramd1bb
## 22091 protein_coding gramd1bb
## 22092 protein_coding gramd1bb
## 22093 protein_coding gramd1bb
## 22094 protein_coding gramd1bb
## 22095 protein_coding gramd1bb
## 22096 protein_coding gramd1bb
## 22097 protein_coding gramd1bb
## 22098 protein_coding gramd1bb
## 22099 protein_coding gramd1bb
## 22100 protein_coding gramd1bb
## 22101 protein_coding gramd1bb
## 22102 protein_coding gramd1bb
## 22103 protein_coding gramd1bb
## 22104 protein_coding gramd1bb
## 22105 protein_coding gramd1bb
## 22106 protein_coding gramd1bb
## 22107 protein_coding gramd1bb
## 22108 protein_coding gramd1bb
## 22109 protein_coding gramd1bb
## 22110 protein_coding gramd1bb
## 22111 protein_coding gramd1bb
## 22112 protein_coding gramd1bb
## 22113 protein_coding gramd1bb
## 22114 protein_coding gramd1bb
## 22115 protein_coding gramd1bb
## 22116 protein_coding gramd1bb
## 22117 protein_coding gramd1bb
## 22248 protein_coding ankrd13b
## 22249 protein_coding ankrd13b
## 22250 protein_coding ankrd13b
## 22251 protein_coding ankrd13b
## 22252 protein_coding ankrd13b
## 22253 protein_coding ankrd13b
## 22254 protein_coding ankrd13b
## 22255 protein_coding ankrd13b
## 22256 protein_coding ankrd13b
## 22257 protein_coding ankrd13b
## 22258 protein_coding ankrd13b
## 22259 protein_coding ankrd13b
## 22260 protein_coding ankrd13b
## 22261 protein_coding ankrd13b
## 22262 protein_coding ankrd13b
## 22263 protein_coding ankrd13b
## 22264 protein_coding ankrd13b
## 22265 protein_coding ankrd13b
## 22266 protein_coding ankrd13b
## 22267 protein_coding ankrd13b
## 22268 protein_coding ankrd13b
## 22269 protein_coding ankrd13b
## 22270 protein_coding ankrd13b
## 22271 protein_coding ankrd13b
## 22272 protein_coding ankrd13b
## 22534 protein_coding flj13639
## 22535 protein_coding flj13639
## 22786 protein_coding grm5a
## 22872 protein_coding slc22a6l
## 22873 protein_coding slc22a6l
## 22941 protein_coding ppm1nb
## 22994 protein_coding p2rx1
## 23090 protein_coding pknox2
## 23547 protein_coding rcc1l
## 23548 protein_coding rcc1l
## 23549 protein_coding rcc1l
## 23550 protein_coding rcc1l
## 23551 protein_coding rcc1l
## 23552 protein_coding rcc1l
## 23553 protein_coding rcc1l
## 23554 protein_coding rcc1l
## 23555 protein_coding rcc1l
## 23556 protein_coding rcc1l
## 23557 protein_coding rcc1l
## 23558 protein_coding rcc1l
## 23559 protein_coding rcc1l
## 23560 protein_coding rcc1l
## 23561 protein_coding rcc1l
## 23562 protein_coding rcc1l
## 23563 protein_coding rcc1l
## 23564 protein_coding rcc1l
## 23565 protein_coding rcc1l
## 23566 protein_coding rcc1l
## 23567 protein_coding rcc1l
## 23568 protein_coding rcc1l
## 23569 protein_coding rcc1l
## 23570 protein_coding rcc1l
## 23571 protein_coding rcc1l
## 23572 protein_coding rcc1l
## 23961 protein_coding rgs17
## 23962 protein_coding rgs17
## 24010 protein_coding ndnfl
## 24011 protein_coding ndnfl
## 24012 protein_coding ndnfl
## 24013 protein_coding ndnfl
## 24014 protein_coding ndnfl
## 24251 protein_coding si:dkey-103j14.5
## 24309 protein_coding syngap1b
## 24310 protein_coding syngap1b
## 24445 protein_coding plecb
## 24446 protein_coding plecb
## 24447 protein_coding plecb
## 24448 protein_coding plecb
## 24449 protein_coding plecb
## 24450 protein_coding plecb
## 24475 protein_coding cxcr4a
## 24512 protein_coding pde4ca
## 24793 protein_coding rhbdf1b
## 24794 protein_coding rhbdf1b
## 24869 protein_coding tspan9a
## 24870 protein_coding tspan9a
## 24871 protein_coding tspan9a
## 24872 protein_coding tspan9a
## 24873 protein_coding tspan9a
## 24874 protein_coding tspan9a
## 24875 protein_coding tspan9a
## 24876 protein_coding tspan9a
## 24877 protein_coding tspan9a
## 24878 protein_coding tspan9a
## 24879 protein_coding tspan9a
## 24880 protein_coding tspan9a
## 24881 protein_coding tspan9a
## 24882 protein_coding tspan9a
## 24909 protein_coding vclb
## 24910 protein_coding vclb
## 24911 protein_coding vclb
## 24912 protein_coding vclb
## 24913 protein_coding vclb
## 24914 protein_coding vclb
## 24915 protein_coding vclb
## 24916 protein_coding vclb
## 24917 protein_coding vclb
## 24918 protein_coding vclb
## 24919 protein_coding vclb
## 24920 protein_coding vclb
## 24921 protein_coding vclb
## 24922 protein_coding vclb
## 24923 protein_coding vclb
## 24924 protein_coding vclb
## 24925 protein_coding vclb
## 24926 protein_coding vclb
## 24927 protein_coding vclb
## 24928 protein_coding vclb
## 24929 protein_coding vclb
## 24930 protein_coding coasy
## 24931 protein_coding coasy
## 24982 protein_coding CAMK2G
## 25004 protein_coding wnt3
## 25005 protein_coding wnt3
## 25006 protein_coding wnt3
## 25007 protein_coding wnt3
## 25185 protein_coding si:ch211-176g6.2
## 25186 protein_coding si:ch211-176g6.2
## 25187 protein_coding si:ch211-176g6.2
## 25188 protein_coding si:ch211-176g6.2
## 25189 protein_coding si:ch211-176g6.2
## 25318 protein_coding adarb2
## 25319 protein_coding adarb2
## 25494 protein_coding abi1a
## 25495 protein_coding abi1a
## 25496 protein_coding abi1a
## 25497 protein_coding abi1a
## 25575 protein_coding TRIM67
## 25578 protein_coding ppp1r13bb
## 25711 protein_coding enpp1
## 25712 protein_coding enpp1
## 25713 protein_coding enpp1
## 25714 protein_coding enpp1
## 25715 protein_coding enpp1
## 25716 protein_coding enpp1
## 25717 protein_coding enpp1
## 25718 protein_coding enpp1
## 25719 protein_coding enpp1
## 25720 protein_coding enpp1
## 25721 protein_coding enpp1
## 25722 protein_coding enpp1
## 25723 protein_coding enpp1
## 25724 protein_coding enpp1
## 25725 protein_coding enpp1
## 25726 protein_coding enpp1
## 25727 protein_coding enpp1
## 25728 protein_coding enpp1
## 25729 protein_coding enpp1
## 25730 protein_coding enpp1
## 25731 protein_coding enpp1
## 25732 protein_coding enpp1
## 25733 protein_coding enpp1
## 25734 protein_coding enpp1
## 25735 protein_coding enpp1
## 25736 protein_coding enpp1
## 25737 protein_coding enpp1
## 25738 protein_coding enpp1
## 25739 protein_coding enpp1
## 25740 protein_coding enpp1
## 25741 protein_coding enpp1
## 25742 protein_coding enpp1
## 25743 protein_coding enpp1
## 25744 protein_coding enpp1
## 25745 protein_coding enpp1
## 25746 protein_coding enpp1
## 25747 protein_coding enpp1
## 25748 protein_coding enpp1
## 25749 protein_coding enpp1
## 25750 protein_coding enpp1
## 25751 protein_coding enpp1
## 25752 protein_coding enpp1
## 25753 protein_coding enpp1
## 25754 protein_coding enpp1
## 25755 protein_coding enpp1
## 25756 protein_coding enpp1
## 25757 protein_coding enpp1
## 25758 protein_coding enpp1
## 25759 protein_coding enpp1
## 25760 protein_coding enpp1
## 25761 protein_coding enpp1
## 25762 protein_coding enpp1
## 25763 protein_coding enpp1
## 25764 protein_coding enpp1
## 25765 protein_coding enpp1
## 26121 protein_coding cdc42bpab
## 26122 protein_coding cdc42bpab
## 26123 protein_coding cdc42bpab
## 26124 protein_coding cdc42bpab
## 26125 protein_coding cdc42bpab
## 26126 protein_coding cdc42bpab
## 26127 protein_coding cdc42bpab
## 26128 protein_coding cdc42bpab
## 26129 protein_coding cdc42bpab
## 26130 protein_coding cdc42bpab
## 26131 protein_coding cdc42bpab
## 26132 protein_coding cdc42bpab
## 26133 protein_coding cdc42bpab
## 26134 protein_coding cdc42bpab
## 26135 protein_coding cdc42bpab
## 26136 protein_coding cdc42bpab
## 26137 protein_coding cdc42bpab
## 26138 protein_coding cdc42bpab
## 26139 protein_coding cdc42bpab
## 26140 protein_coding cdc42bpab
## 26141 protein_coding cdc42bpab
## 26142 protein_coding cdc42bpab
## 26143 protein_coding cdc42bpab
## 26144 protein_coding cdc42bpab
## 26145 protein_coding cdc42bpab
## 26146 protein_coding cdc42bpab
## 26147 protein_coding cdc42bpab
## 26148 protein_coding cdc42bpab
## 26149 protein_coding cdc42bpab
## 26150 protein_coding cdc42bpab
## 26151 protein_coding cdc42bpab
## 26152 protein_coding cdc42bpab
## 26153 protein_coding cdc42bpab
## 26154 protein_coding cdc42bpab
## 26155 protein_coding cdc42bpab
## 26156 protein_coding cdc42bpab
## 26157 protein_coding cdc42bpab
## 26158 protein_coding cdc42bpab
## 26159 protein_coding cdc42bpab
## 26160 protein_coding cdc42bpab
## 26161 protein_coding cdc42bpab
## 26162 protein_coding cdc42bpab
## 26163 protein_coding cdc42bpab
## 26164 protein_coding cdc42bpab
## 26165 protein_coding cdc42bpab
## 26166 protein_coding cdc42bpab
## 26167 protein_coding cdc42bpab
## 26168 protein_coding cdc42bpab
## 26169 protein_coding cdc42bpab
## 26170 protein_coding cdc42bpab
## 26171 protein_coding cdc42bpab
## 26172 protein_coding cdc42bpab
## 26173 protein_coding cdc42bpab
## 26174 protein_coding cdc42bpab
## 26175 protein_coding cdc42bpab
## 26176 protein_coding cdc42bpab
## 26177 protein_coding cdc42bpab
## 26178 protein_coding cdc42bpab
## 26179 protein_coding cdc42bpab
## 26180 protein_coding cdc42bpab
## 26181 protein_coding cdc42bpab
## 26182 protein_coding cdc42bpab
## 26183 protein_coding cdc42bpab
## 26184 protein_coding cdc42bpab
## 26185 protein_coding cdc42bpab
## 26186 protein_coding cdc42bpab
## 26187 protein_coding cdc42bpab
## 26188 protein_coding cdc42bpab
## 26189 protein_coding cdc42bpab
## 26190 protein_coding cdc42bpab
## 26191 protein_coding cdc42bpab
## 26192 protein_coding cdc42bpab
## 26193 protein_coding cdc42bpab
## 26194 protein_coding cdc42bpab
## 26195 protein_coding cdc42bpab
## 26196 protein_coding cdc42bpab
## 26197 protein_coding cdc42bpab
## 26198 protein_coding cdc42bpab
## 26199 protein_coding cdc42bpab
## 26200 protein_coding cdc42bpab
## 26201 protein_coding cdc42bpab
## 26202 protein_coding cdc42bpab
## 26203 protein_coding cdc42bpab
## 26204 protein_coding cdc42bpab
## 26205 protein_coding cdc42bpab
## 26206 protein_coding cdc42bpab
## 26207 protein_coding cdc42bpab
## 26208 protein_coding cdc42bpab
## 26209 protein_coding cdc42bpab
## 26210 protein_coding cdc42bpab
## 26211 protein_coding cdc42bpab
## 26212 protein_coding cdc42bpab
## 26213 protein_coding cdc42bpab
## 26214 protein_coding cdc42bpab
## 26215 protein_coding cdc42bpab
## 26216 protein_coding cdc42bpab
## 26217 protein_coding cdc42bpab
## 26218 protein_coding cdc42bpab
## 26219 protein_coding cdc42bpab
## 26612 protein_coding pxdn
## 26613 protein_coding pxdn
## 26614 protein_coding pxdn
## 26615 protein_coding pxdn
## 26746 protein_coding ucmaa
methylcrossdata15 <- Methyldata15methdif[Methyldata15methdif$gene_name %in% intgenesmethdif15, ]
methylcrossdata15
## comparison chromosome start end pvalue qvalue
## 1 CvG LG4 1847001 1848000 9.714622e-131 4.885614e-125
## 3 CvG LG4 1846001 1847000 1.196917e-89 3.009727e-84
## 21 CvG LG9 27646001 27647000 8.560325e-10 4.100097e-07
## 25 CvL LG7 16672001 16673000 8.920668e-09 2.981840e-06
## 30 GvL LG23 14925001 14926000 7.402074e-06 5.728135e-04
## 34 GvL LG4 1847001 1848000 7.503577e-141 3.921253e-135
## 36 GvL LG4 1846001 1847000 8.017760e-104 2.094979e-98
## 43 CvL LG21 23640001 23641000 3.073884e-29 6.018677e-25
## 48 CvG LG13 19074001 19075000 2.045440e-18 9.437421e-15
## 79 GvL LG21 20808001 20809000 4.754417e-06 4.112189e-04
## 82 CvL LG23 12899001 12900000 1.339240e-05 8.804111e-04
## 83 CvG LG23 12899001 12900000 4.593605e-05 1.952621e-03
## meth.diff gene_id transcript_id gene_name
## 1 19.23948 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 3 19.89769 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 21 15.86880 ENSPREG00000007804 ENSPRET00000011592 TCF7L1
## 25 15.13130 ENSPREG00000000900 ENSPRET00000001221 pan2
## 30 15.99704 ENSPREG00000014534 ENSPRET00000021730 NXPE3
## 34 -19.01626 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 36 -19.30979 ENSPREG00000021468 ENSPRET00000032035 gpc5b
## 43 -19.15004 ENSPREG00000001261 ENSPRET00000001765 gabrr2b
## 48 -15.31162 ENSPREG00000002366 ENSPRET00000003347 schip1
## 79 -15.74174 ENSPREG00000019012 ENSPRET00000028473 cdc42bpab
## 82 -16.23113 ENSPREG00000012486 ENSPRET00000018624 aebp2
## 83 -15.27067 ENSPREG00000012486 ENSPRET00000018624 aebp2
geneticcrossdata15 <- DivOldSNPsgenesdfF[DivOldSNPsgenesdfF$gene_name %in% intgenesmethdif15, ]
geneticcrossdata15
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 3173 LG9 27647187 NC024338 A 1 0 0 0
## 3174 LG9 27648001 NC024338 C 1 0 0 0
## 3175 LG9 27649290 NC024338 t 1 0 0 0
## 3176 LG9 27649303 NC024338 T 1 0 0 0
## 3177 LG9 27649337 NC024338 A 1 0 0 0
## 3178 LG9 27649364 NC024338 A 1 0 0 0
## 3179 LG9 27649379 NC024338 G 1 0 0 0
## 3180 LG9 27650640 NC024338 A 1 0 0 0
## 12257 LG13 18866464 NC024342 G 1 0 1 0
## 12258 LG13 18877782 NC024342 A 1 0 1 0
## 12259 LG13 18906054 NC024342 T 1 0 0 0
## 12260 LG13 18906104 NC024342 t 1 0 0 0
## 12261 LG13 18906264 NC024342 G 1 0 0 0
## 12262 LG13 18906269 NC024342 A 1 0 0 0
## 12263 LG13 18978299 NC024342 a 1 0 0 0
## 12264 LG13 18982573 NC024342 T 1 0 0 0
## 12265 LG13 18983780 NC024342 A 1 0 1 0
## 12266 LG13 18994545 NC024342 G 1 0 0 0
## 12267 LG13 19015225 NC024342 a 1 0 1 0
## 12268 LG13 19050643 NC024342 T 1 0 0 0
## 12269 LG13 19050654 NC024342 C 1 0 1 0
## 12270 LG13 19059385 NC024342 G 1 0 0 0
## 12271 LG13 19059392 NC024342 G 1 0 0 0
## 12272 LG13 19063984 NC024342 g 1 0 0 0
## 16746 LG21 23651303 NC024350 g 1 0 0 0
## 17215 LG23 12902297 NC024352 T 1 0 0 0
## 17220 LG23 14852532 NC024352 C 1 0 0 0
## 17221 LG23 14930603 NC024352 A 1 0 0 0
## 17222 LG23 14948754 NC024352 C 1 0 0 0
## 17223 LG23 14949881 NC024352 A 1 0 0 0
## 17224 LG23 14963024 NC024352 a 1 0 0 0
## 17225 LG23 14963103 NC024352 g 1 0 0 0
## 17232 LG23 15033798 NC024352 T 1 0 0 0
## 18760 LG4 1841984 NC024333 A 0 1 0 0
## 19711 LG7 16691316 NC024336 C 0 1 0 0
## 21731 LG13 18806146 NC024342 c 0 1 0 0
## 21732 LG13 18835956 NC024342 C 0 1 1 0
## 21733 LG13 18950058 NC024342 A 0 1 0 0
## 26121 LG21 20721917 NC024350 G 0 1 0 0
## 26122 LG21 20721926 NC024350 T 0 1 0 0
## 26123 LG21 20722140 NC024350 G 0 1 0 0
## 26124 LG21 20722300 NC024350 A 0 1 0 0
## 26125 LG21 20722699 NC024350 G 0 1 0 0
## 26126 LG21 20732271 NC024350 t 0 1 0 0
## 26127 LG21 20736173 NC024350 C 0 1 0 0
## 26128 LG21 20736449 NC024350 a 0 1 0 0
## 26129 LG21 20736491 NC024350 c 0 1 0 0
## 26130 LG21 20736561 NC024350 C 0 1 0 0
## 26131 LG21 20736952 NC024350 G 0 1 0 0
## 26132 LG21 20737815 NC024350 C 0 1 0 0
## 26133 LG21 20740610 NC024350 G 0 1 0 0
## 26134 LG21 20743175 NC024350 c 0 1 0 0
## 26135 LG21 20743189 NC024350 A 0 1 0 0
## 26136 LG21 20743201 NC024350 T 0 1 0 0
## 26137 LG21 20746780 NC024350 c 0 1 0 0
## 26138 LG21 20746931 NC024350 G 0 1 0 0
## 26139 LG21 20748076 NC024350 G 0 1 0 0
## 26140 LG21 20748843 NC024350 c 0 1 0 0
## 26141 LG21 20748964 NC024350 A 0 1 0 0
## 26142 LG21 20749051 NC024350 T 0 1 0 0
## 26143 LG21 20749633 NC024350 G 0 1 0 0
## 26144 LG21 20751546 NC024350 G 0 1 0 0
## 26145 LG21 20751549 NC024350 g 0 1 0 0
## 26146 LG21 20751563 NC024350 t 0 1 0 0
## 26147 LG21 20751677 NC024350 A 0 1 0 0
## 26148 LG21 20752333 NC024350 A 0 1 0 0
## 26149 LG21 20752889 NC024350 G 0 1 0 0
## 26150 LG21 20754173 NC024350 C 0 1 0 0
## 26151 LG21 20754696 NC024350 c 0 1 0 0
## 26152 LG21 20755316 NC024350 G 0 1 0 0
## 26153 LG21 20756015 NC024350 A 0 1 0 0
## 26154 LG21 20756113 NC024350 a 0 1 0 0
## 26155 LG21 20756136 NC024350 C 0 1 0 0
## 26156 LG21 20756204 NC024350 G 0 1 0 0
## 26157 LG21 20758769 NC024350 G 0 1 0 0
## 26158 LG21 20758817 NC024350 G 0 1 0 0
## 26159 LG21 20759094 NC024350 A 0 1 0 0
## 26160 LG21 20759116 NC024350 A 0 1 0 0
## 26161 LG21 20760780 NC024350 C 0 1 0 0
## 26162 LG21 20760811 NC024350 G 0 1 0 0
## 26163 LG21 20760934 NC024350 A 0 1 0 0
## 26164 LG21 20760956 NC024350 T 0 1 0 0
## 26165 LG21 20761041 NC024350 A 0 1 0 0
## 26166 LG21 20761256 NC024350 g 0 1 0 0
## 26167 LG21 20761267 NC024350 g 0 1 0 0
## 26168 LG21 20763561 NC024350 C 0 1 0 0
## 26169 LG21 20763569 NC024350 A 0 1 0 0
## 26170 LG21 20763573 NC024350 C 0 1 0 0
## 26171 LG21 20763579 NC024350 T 0 1 0 0
## 26172 LG21 20763738 NC024350 C 0 1 0 0
## 26173 LG21 20764612 NC024350 G 0 1 0 0
## 26174 LG21 20764871 NC024350 G 0 1 0 0
## 26175 LG21 20765019 NC024350 A 0 1 0 0
## 26176 LG21 20766501 NC024350 T 0 1 0 0
## 26177 LG21 20768569 NC024350 T 0 1 0 0
## 26178 LG21 20769574 NC024350 C 0 1 0 0
## 26179 LG21 20770094 NC024350 C 0 1 0 0
## 26180 LG21 20770098 NC024350 G 0 1 0 0
## 26181 LG21 20772350 NC024350 C 0 1 0 0
## 26182 LG21 20774237 NC024350 G 0 1 0 0
## 26183 LG21 20775834 NC024350 A 0 1 0 0
## 26184 LG21 20775839 NC024350 T 0 1 0 0
## 26185 LG21 20776843 NC024350 c 0 1 0 0
## 26186 LG21 20776876 NC024350 C 0 1 0 0
## 26187 LG21 20777291 NC024350 G 0 1 0 0
## 26188 LG21 20777293 NC024350 T 0 1 0 0
## 26189 LG21 20777344 NC024350 a 0 1 0 0
## 26190 LG21 20779250 NC024350 G 0 1 0 0
## 26191 LG21 20779304 NC024350 G 0 1 0 0
## 26192 LG21 20779369 NC024350 A 0 1 0 0
## 26193 LG21 20779406 NC024350 c 0 1 0 0
## 26194 LG21 20779424 NC024350 c 0 1 0 0
## 26195 LG21 20782338 NC024350 G 0 1 0 0
## 26196 LG21 20782974 NC024350 C 0 1 0 0
## 26197 LG21 20783925 NC024350 G 0 1 0 0
## 26198 LG21 20783958 NC024350 a 0 1 0 0
## 26199 LG21 20784303 NC024350 A 0 1 0 0
## 26200 LG21 20784328 NC024350 A 0 1 0 0
## 26201 LG21 20785839 NC024350 a 0 1 0 0
## 26202 LG21 20785845 NC024350 c 0 1 0 0
## 26203 LG21 20785892 NC024350 a 0 1 0 0
## 26204 LG21 20785970 NC024350 A 0 1 0 0
## 26205 LG21 20790636 NC024350 C 0 1 0 0
## 26206 LG21 20794844 NC024350 C 0 1 0 0
## 26207 LG21 20795126 NC024350 A 0 1 0 0
## 26208 LG21 20795131 NC024350 C 0 1 0 0
## 26209 LG21 20795218 NC024350 A 0 1 0 0
## 26210 LG21 20795224 NC024350 T 0 1 0 0
## 26211 LG21 20800656 NC024350 t 0 1 0 0
## 26212 LG21 20801352 NC024350 G 0 1 0 0
## 26213 LG21 20802367 NC024350 C 0 1 0 0
## 26214 LG21 20802601 NC024350 c 0 1 0 0
## 26215 LG21 20803849 NC024350 t 0 1 0 0
## 26216 LG21 20804602 NC024350 A 0 1 0 0
## 26217 LG21 20804625 NC024350 A 0 1 0 0
## 26218 LG21 20805652 NC024350 C 0 1 0 0
## 26219 LG21 20806039 NC024350 a 0 1 0 0
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 3173 0.000000110 0.323346840 0.632975140 0.19063900 ENSPREG00000007804
## 3174 0.000000040 0.988384550 0.685585940 0.43491432 ENSPREG00000007804
## 3175 0.000000010 0.392458540 0.038943670 0.00517703 ENSPREG00000007804
## 3176 0.000000001 0.267461090 0.059456200 0.01028321 ENSPREG00000007804
## 3177 0.000000001 0.203986250 0.055704230 0.03537615 ENSPREG00000007804
## 3178 0.000000001 0.044370450 0.170725280 0.16660737 ENSPREG00000007804
## 3179 0.000000020 0.053345640 0.133052230 0.26756513 ENSPREG00000007804
## 3180 0.000000020 0.380265620 0.419085110 0.52857633 ENSPREG00000007804
## 12257 0.000000120 0.017249470 0.000000001 0.34182959 ENSPREG00000002366
## 12258 0.000000050 0.931938780 0.000000070 0.22102538 ENSPREG00000002366
## 12259 0.000000010 0.437715400 0.000000560 0.70223206 ENSPREG00000002366
## 12260 0.000000020 0.756041560 0.000009240 0.69133427 ENSPREG00000002366
## 12261 0.000000080 0.952846280 0.000017860 0.77318437 ENSPREG00000002366
## 12262 0.000000100 0.921807250 0.000006110 0.63858805 ENSPREG00000002366
## 12263 0.000000120 0.073119600 0.000003300 0.95022412 ENSPREG00000002366
## 12264 0.000000040 0.671588180 0.000000350 0.16681854 ENSPREG00000002366
## 12265 0.000000100 0.096412600 0.000000020 0.64935004 ENSPREG00000002366
## 12266 0.000000120 0.591190740 0.000002240 0.50330883 ENSPREG00000002366
## 12267 0.000000040 0.520007510 0.000000040 0.46180391 ENSPREG00000002366
## 12268 0.000000100 0.012408960 0.000000460 0.66301911 ENSPREG00000002366
## 12269 0.000000120 0.020653610 0.000000001 0.32950254 ENSPREG00000002366
## 12270 0.000000120 0.073111380 0.000001640 0.54121314 ENSPREG00000002366
## 12271 0.000000140 0.080020940 0.000001000 0.32963564 ENSPREG00000002366
## 12272 0.000000080 0.503832260 0.000000500 0.87012513 ENSPREG00000002366
## 16746 0.000000130 0.740677860 0.579613190 0.25278966 ENSPREG00000001261
## 17215 0.000000110 0.000001820 0.000473420 0.02093036 ENSPREG00000012486
## 17220 0.000000070 0.464958550 0.011153720 0.08437801 ENSPREG00000014498
## 17221 0.000000050 0.051354370 0.600652860 0.93722353 ENSPREG00000014534
## 17222 0.000000100 0.861404040 0.090070130 0.55644932 ENSPREG00000014559
## 17223 0.000000010 0.674855500 0.119433190 0.36884038 ENSPREG00000014559
## 17224 0.000000001 0.046640200 0.043666470 0.93363564 ENSPREG00000014579
## 17225 0.000000001 0.004921910 0.084943510 0.65058679 ENSPREG00000014579
## 17232 0.000000130 0.588228440 0.571390370 0.04206328 ENSPREG00000014669
## 18760 0.012565050 0.000000070 0.855153620 0.00003348 ENSPREG00000021468
## 19711 0.001031960 0.000000060 0.000083850 0.00121293 ENSPREG00000000900
## 21731 0.020212830 0.000000080 0.019170880 0.28731458 ENSPREG00000002366
## 21732 0.000048850 0.000000040 0.000000070 0.01247215 ENSPREG00000002366
## 21733 0.118444300 0.000000030 0.000391830 0.63371692 ENSPREG00000002366
## 26121 0.012319600 0.000000010 0.088340750 0.22753940 ENSPREG00000019012
## 26122 0.025028850 0.000000020 0.146581380 0.12307953 ENSPREG00000019012
## 26123 0.002597370 0.000000110 0.068222200 0.26146807 ENSPREG00000019012
## 26124 0.073537330 0.000000010 0.005743720 0.04342454 ENSPREG00000019012
## 26125 0.002829530 0.000000120 0.874816230 0.35026867 ENSPREG00000019012
## 26126 0.003851450 0.000000060 0.075905680 0.40693142 ENSPREG00000019012
## 26127 0.000145060 0.000000160 0.450697540 0.69261686 ENSPREG00000019012
## 26128 0.000147720 0.000000050 0.037851370 0.11413459 ENSPREG00000019012
## 26129 0.000098460 0.000000030 0.015484430 0.19205498 ENSPREG00000019012
## 26130 0.003103120 0.000000090 0.063995180 0.06636632 ENSPREG00000019012
## 26131 0.004023490 0.000000020 0.489300930 0.76783690 ENSPREG00000019012
## 26132 0.022665970 0.000000060 0.818906450 0.27534803 ENSPREG00000019012
## 26133 0.009397950 0.000000050 0.487127180 0.28449295 ENSPREG00000019012
## 26134 0.000235520 0.000000030 0.262980820 0.28906524 ENSPREG00000019012
## 26135 0.000118340 0.000000001 0.498939120 0.45506778 ENSPREG00000019012
## 26136 0.000106230 0.000000040 0.159217480 0.14891870 ENSPREG00000019012
## 26137 0.028568750 0.000000070 0.856017740 0.57542192 ENSPREG00000019012
## 26138 0.037390160 0.000000050 0.410989340 0.44959102 ENSPREG00000019012
## 26139 0.003919110 0.000000010 0.975287570 0.85383039 ENSPREG00000019012
## 26140 0.001863300 0.000000060 0.245477350 0.32129397 ENSPREG00000019012
## 26141 0.002180580 0.000000001 0.413586030 0.22359767 ENSPREG00000019012
## 26142 0.012072530 0.000000050 0.487800550 0.62413832 ENSPREG00000019012
## 26143 0.000617570 0.000000010 0.896117750 0.30270029 ENSPREG00000019012
## 26144 0.660086860 0.000000050 0.303015840 0.93926608 ENSPREG00000019012
## 26145 0.828116730 0.000000050 0.268012420 0.96850465 ENSPREG00000019012
## 26146 0.907506180 0.000000090 0.498916220 0.92429812 ENSPREG00000019012
## 26147 0.177932270 0.000000130 0.183885390 0.38126625 ENSPREG00000019012
## 26148 0.000297830 0.000000020 0.054659640 0.93911483 ENSPREG00000019012
## 26149 0.036086890 0.000000010 0.120423480 0.05168879 ENSPREG00000019012
## 26150 0.026505110 0.000000030 0.133315630 0.96407439 ENSPREG00000019012
## 26151 0.000091570 0.000000050 0.055295480 0.31687366 ENSPREG00000019012
## 26152 0.005221880 0.000000120 0.984260680 0.54567426 ENSPREG00000019012
## 26153 0.014077350 0.000000001 0.000180930 0.24202729 ENSPREG00000019012
## 26154 0.000815110 0.000000010 0.011494260 0.65217375 ENSPREG00000019012
## 26155 0.021149740 0.000000020 0.025039410 0.45569370 ENSPREG00000019012
## 26156 0.012405170 0.000000140 0.039380840 0.99672794 ENSPREG00000019012
## 26157 0.012432320 0.000000010 0.122909660 0.31296327 ENSPREG00000019012
## 26158 0.003519150 0.000000010 0.218798520 0.59603511 ENSPREG00000019012
## 26159 0.031323920 0.000000010 0.207686550 0.66706398 ENSPREG00000019012
## 26160 0.029181080 0.000000010 0.116214600 0.99811118 ENSPREG00000019012
## 26161 0.168677310 0.000000050 0.003890670 0.29554649 ENSPREG00000019012
## 26162 0.057965120 0.000000070 0.028126720 0.56509859 ENSPREG00000019012
## 26163 0.000369610 0.000000010 0.276126920 0.56529299 ENSPREG00000019012
## 26164 0.001476740 0.000000001 0.544673130 0.39077038 ENSPREG00000019012
## 26165 0.000367890 0.000000001 0.631698560 0.85848383 ENSPREG00000019012
## 26166 0.003390930 0.000000100 0.909646120 0.13778979 ENSPREG00000019012
## 26167 0.007186540 0.000000030 0.866845100 0.12811999 ENSPREG00000019012
## 26168 0.014626190 0.000000001 0.000225640 0.51177364 ENSPREG00000019012
## 26169 0.030952530 0.000000010 0.001491650 0.46333199 ENSPREG00000019012
## 26170 0.031249920 0.000000040 0.002850080 0.58246667 ENSPREG00000019012
## 26171 0.023119390 0.000000040 0.001865740 0.33622587 ENSPREG00000019012
## 26172 0.000329200 0.000000090 0.644113150 0.47267397 ENSPREG00000019012
## 26173 0.005280070 0.000000001 0.886811720 0.80651364 ENSPREG00000019012
## 26174 0.005453370 0.000000001 0.048817110 0.00282170 ENSPREG00000019012
## 26175 0.045388400 0.000000001 0.000811140 0.00410770 ENSPREG00000019012
## 26176 0.002214670 0.000000070 0.414686200 0.59398564 ENSPREG00000019012
## 26177 0.012189930 0.000000140 0.002516670 0.13258773 ENSPREG00000019012
## 26178 0.059883400 0.000000070 0.209113490 0.12171326 ENSPREG00000019012
## 26179 0.000514610 0.000000030 0.846170300 0.96502518 ENSPREG00000019012
## 26180 0.000159350 0.000000001 0.980779240 0.92513590 ENSPREG00000019012
## 26181 0.010504480 0.000000010 0.873680550 0.37657860 ENSPREG00000019012
## 26182 0.000028630 0.000000001 0.277159950 0.02301154 ENSPREG00000019012
## 26183 0.004933540 0.000000001 0.088655860 0.11635264 ENSPREG00000019012
## 26184 0.001443710 0.000000001 0.104984930 0.05773556 ENSPREG00000019012
## 26185 0.004273880 0.000000130 0.093098190 0.56006344 ENSPREG00000019012
## 26186 0.018492610 0.000000100 0.069127970 0.77596056 ENSPREG00000019012
## 26187 0.009410500 0.000000001 0.171096650 0.60287858 ENSPREG00000019012
## 26188 0.016011410 0.000000001 0.255623160 0.46490167 ENSPREG00000019012
## 26189 0.010543840 0.000000010 0.635732680 0.23562831 ENSPREG00000019012
## 26190 0.016885980 0.000000060 0.021547600 0.26242060 ENSPREG00000019012
## 26191 0.027605360 0.000000070 0.080666990 0.57825247 ENSPREG00000019012
## 26192 0.002019220 0.000000001 0.340954340 0.91547369 ENSPREG00000019012
## 26193 0.002431960 0.000000080 0.494387690 0.77875496 ENSPREG00000019012
## 26194 0.004625370 0.000000010 0.259496360 0.90285594 ENSPREG00000019012
## 26195 0.564445140 0.000000100 0.096597550 0.12125020 ENSPREG00000019012
## 26196 0.008063850 0.000000001 0.807925960 0.43624764 ENSPREG00000019012
## 26197 0.001837540 0.000000110 0.835381050 0.16194319 ENSPREG00000019012
## 26198 0.005358200 0.000000060 0.028657810 0.98393052 ENSPREG00000019012
## 26199 0.000494800 0.000000001 0.513425670 0.71392084 ENSPREG00000019012
## 26200 0.000562530 0.000000010 0.586320300 0.81688508 ENSPREG00000019012
## 26201 0.015868790 0.000000001 0.015532870 0.22561389 ENSPREG00000019012
## 26202 0.010947730 0.000000001 0.005279530 0.14250347 ENSPREG00000019012
## 26203 0.093804340 0.000000060 0.000663910 0.10626623 ENSPREG00000019012
## 26204 0.011324610 0.000000060 0.714346820 0.74683194 ENSPREG00000019012
## 26205 0.000356930 0.000000001 0.722755960 0.45898411 ENSPREG00000019012
## 26206 0.004547210 0.000000150 0.599379540 0.31544022 ENSPREG00000019012
## 26207 0.012465650 0.000000001 0.333306600 0.23018734 ENSPREG00000019012
## 26208 0.027711590 0.000000001 0.929664180 0.52757229 ENSPREG00000019012
## 26209 0.031682800 0.000000001 0.693475390 0.61751909 ENSPREG00000019012
## 26210 0.018193100 0.000000001 0.527236210 0.25887248 ENSPREG00000019012
## 26211 0.001888330 0.000000010 0.509708600 0.96374903 ENSPREG00000019012
## 26212 0.013177800 0.000000010 0.675169180 0.21904199 ENSPREG00000019012
## 26213 0.118093740 0.000000010 0.342514850 0.61937321 ENSPREG00000019012
## 26214 0.002377200 0.000000001 0.263361840 0.14782377 ENSPREG00000019012
## 26215 0.012290600 0.000000010 0.000670750 0.00148231 ENSPREG00000019012
## 26216 0.002536980 0.000000001 0.832226130 0.25393869 ENSPREG00000019012
## 26217 0.010428180 0.000000001 0.736448700 0.81666430 ENSPREG00000019012
## 26218 0.013496150 0.000000001 0.040629420 0.91318738 ENSPREG00000019012
## 26219 0.004015380 0.000000140 0.721320580 0.13701921 ENSPREG00000019012
## gene_biotype gene_name
## 3173 protein_coding TCF7L1
## 3174 protein_coding TCF7L1
## 3175 protein_coding TCF7L1
## 3176 protein_coding TCF7L1
## 3177 protein_coding TCF7L1
## 3178 protein_coding TCF7L1
## 3179 protein_coding TCF7L1
## 3180 protein_coding TCF7L1
## 12257 protein_coding schip1
## 12258 protein_coding schip1
## 12259 protein_coding schip1
## 12260 protein_coding schip1
## 12261 protein_coding schip1
## 12262 protein_coding schip1
## 12263 protein_coding schip1
## 12264 protein_coding schip1
## 12265 protein_coding schip1
## 12266 protein_coding schip1
## 12267 protein_coding schip1
## 12268 protein_coding schip1
## 12269 protein_coding schip1
## 12270 protein_coding schip1
## 12271 protein_coding schip1
## 12272 protein_coding schip1
## 16746 protein_coding gabrr2b
## 17215 protein_coding aebp2
## 17220 protein_coding NXPE3
## 17221 protein_coding NXPE3
## 17222 protein_coding NXPE3
## 17223 protein_coding NXPE3
## 17224 protein_coding NXPE3
## 17225 protein_coding NXPE3
## 17232 protein_coding NXPE3
## 18760 protein_coding gpc5b
## 19711 protein_coding pan2
## 21731 protein_coding schip1
## 21732 protein_coding schip1
## 21733 protein_coding schip1
## 26121 protein_coding cdc42bpab
## 26122 protein_coding cdc42bpab
## 26123 protein_coding cdc42bpab
## 26124 protein_coding cdc42bpab
## 26125 protein_coding cdc42bpab
## 26126 protein_coding cdc42bpab
## 26127 protein_coding cdc42bpab
## 26128 protein_coding cdc42bpab
## 26129 protein_coding cdc42bpab
## 26130 protein_coding cdc42bpab
## 26131 protein_coding cdc42bpab
## 26132 protein_coding cdc42bpab
## 26133 protein_coding cdc42bpab
## 26134 protein_coding cdc42bpab
## 26135 protein_coding cdc42bpab
## 26136 protein_coding cdc42bpab
## 26137 protein_coding cdc42bpab
## 26138 protein_coding cdc42bpab
## 26139 protein_coding cdc42bpab
## 26140 protein_coding cdc42bpab
## 26141 protein_coding cdc42bpab
## 26142 protein_coding cdc42bpab
## 26143 protein_coding cdc42bpab
## 26144 protein_coding cdc42bpab
## 26145 protein_coding cdc42bpab
## 26146 protein_coding cdc42bpab
## 26147 protein_coding cdc42bpab
## 26148 protein_coding cdc42bpab
## 26149 protein_coding cdc42bpab
## 26150 protein_coding cdc42bpab
## 26151 protein_coding cdc42bpab
## 26152 protein_coding cdc42bpab
## 26153 protein_coding cdc42bpab
## 26154 protein_coding cdc42bpab
## 26155 protein_coding cdc42bpab
## 26156 protein_coding cdc42bpab
## 26157 protein_coding cdc42bpab
## 26158 protein_coding cdc42bpab
## 26159 protein_coding cdc42bpab
## 26160 protein_coding cdc42bpab
## 26161 protein_coding cdc42bpab
## 26162 protein_coding cdc42bpab
## 26163 protein_coding cdc42bpab
## 26164 protein_coding cdc42bpab
## 26165 protein_coding cdc42bpab
## 26166 protein_coding cdc42bpab
## 26167 protein_coding cdc42bpab
## 26168 protein_coding cdc42bpab
## 26169 protein_coding cdc42bpab
## 26170 protein_coding cdc42bpab
## 26171 protein_coding cdc42bpab
## 26172 protein_coding cdc42bpab
## 26173 protein_coding cdc42bpab
## 26174 protein_coding cdc42bpab
## 26175 protein_coding cdc42bpab
## 26176 protein_coding cdc42bpab
## 26177 protein_coding cdc42bpab
## 26178 protein_coding cdc42bpab
## 26179 protein_coding cdc42bpab
## 26180 protein_coding cdc42bpab
## 26181 protein_coding cdc42bpab
## 26182 protein_coding cdc42bpab
## 26183 protein_coding cdc42bpab
## 26184 protein_coding cdc42bpab
## 26185 protein_coding cdc42bpab
## 26186 protein_coding cdc42bpab
## 26187 protein_coding cdc42bpab
## 26188 protein_coding cdc42bpab
## 26189 protein_coding cdc42bpab
## 26190 protein_coding cdc42bpab
## 26191 protein_coding cdc42bpab
## 26192 protein_coding cdc42bpab
## 26193 protein_coding cdc42bpab
## 26194 protein_coding cdc42bpab
## 26195 protein_coding cdc42bpab
## 26196 protein_coding cdc42bpab
## 26197 protein_coding cdc42bpab
## 26198 protein_coding cdc42bpab
## 26199 protein_coding cdc42bpab
## 26200 protein_coding cdc42bpab
## 26201 protein_coding cdc42bpab
## 26202 protein_coding cdc42bpab
## 26203 protein_coding cdc42bpab
## 26204 protein_coding cdc42bpab
## 26205 protein_coding cdc42bpab
## 26206 protein_coding cdc42bpab
## 26207 protein_coding cdc42bpab
## 26208 protein_coding cdc42bpab
## 26209 protein_coding cdc42bpab
## 26210 protein_coding cdc42bpab
## 26211 protein_coding cdc42bpab
## 26212 protein_coding cdc42bpab
## 26213 protein_coding cdc42bpab
## 26214 protein_coding cdc42bpab
## 26215 protein_coding cdc42bpab
## 26216 protein_coding cdc42bpab
## 26217 protein_coding cdc42bpab
## 26218 protein_coding cdc42bpab
## 26219 protein_coding cdc42bpab
#order genetic data
geneticcrossdataCvG <- geneticcrossdata[order(geneticcrossdata[,7]), ]
geneticcrossdataCvL <- geneticcrossdata[order(geneticcrossdata[,8]), ]
head(geneticcrossdataCvG)
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 1 LG2 2024086 NC024331 T 1 0 0 0
## 2 LG2 2024087 NC024331 G 1 0 0 0
## 3 LG2 2024089 NC024331 T 1 0 0 0
## 4 LG2 2024097 NC024331 G 1 0 0 0
## 5 LG2 2024098 NC024331 T 1 0 0 0
## 6 LG2 2024108 NC024331 A 1 0 0 0
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 1 7e-08 0.00238341 0.00615133 0.5328808 ENSPREG00000008733
## 2 1e-08 0.00412534 0.00266023 0.5487723 ENSPREG00000008733
## 3 2e-08 0.00262729 0.00385743 0.6764800 ENSPREG00000008733
## 4 1e-09 0.00451286 0.00110521 0.7889545 ENSPREG00000008733
## 5 1e-08 0.00790370 0.00103441 0.6069517 ENSPREG00000008733
## 6 1e-08 0.00546344 0.00022579 0.4028228 ENSPREG00000008733
## gene_biotype gene_name
## 1 protein_coding GABRG3
## 2 protein_coding GABRG3
## 3 protein_coding GABRG3
## 4 protein_coding GABRG3
## 5 protein_coding GABRG3
## 6 protein_coding GABRG3
head(geneticcrossdataCvL)
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 1 LG2 2024086 NC024331 T 1 0 0 0
## 2 LG2 2024087 NC024331 G 1 0 0 0
## 3 LG2 2024089 NC024331 T 1 0 0 0
## 4 LG2 2024097 NC024331 G 1 0 0 0
## 5 LG2 2024098 NC024331 T 1 0 0 0
## 6 LG2 2024108 NC024331 A 1 0 0 0
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 1 7e-08 0.00238341 0.00615133 0.5328808 ENSPREG00000008733
## 2 1e-08 0.00412534 0.00266023 0.5487723 ENSPREG00000008733
## 3 2e-08 0.00262729 0.00385743 0.6764800 ENSPREG00000008733
## 4 1e-09 0.00451286 0.00110521 0.7889545 ENSPREG00000008733
## 5 1e-08 0.00790370 0.00103441 0.6069517 ENSPREG00000008733
## 6 1e-08 0.00546344 0.00022579 0.4028228 ENSPREG00000008733
## gene_biotype gene_name
## 1 protein_coding GABRG3
## 2 protein_coding GABRG3
## 3 protein_coding GABRG3
## 4 protein_coding GABRG3
## 5 protein_coding GABRG3
## 6 protein_coding GABRG3
geneticcrossdata10CvG <- geneticcrossdata10[order(geneticcrossdata10[,7]), ]
geneticcrossdata10CvL <- geneticcrossdata10[order(geneticcrossdata10[,8]), ]
geneticcrossdata10CvG
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 78 LG2 6822365 NC024331 G 1 0 0 0
## 79 LG2 6829394 NC024331 C 1 0 0 0
## 80 LG2 6858629 NC024331 c 1 0 0 0
## 81 LG2 6873500 NC024331 C 1 0 0 0
## 82 LG2 6878303 NC024331 T 1 0 0 0
## 83 LG2 6885304 NC024331 G 1 0 0 0
## 180 LG2 8227218 NC024331 G 1 0 0 0
## 181 LG2 8229726 NC024331 T 1 0 0 0
## 182 LG2 8259795 NC024331 T 1 0 0 0
## 183 LG2 8301769 NC024331 a 1 0 0 0
## 184 LG2 8309267 NC024331 T 1 0 0 0
## 185 LG2 8309269 NC024331 A 1 0 0 0
## 186 LG2 8309314 NC024331 A 1 0 0 0
## 187 LG2 8330784 NC024331 G 1 0 0 0
## 469 LG2 14922212 NC024331 A 1 0 0 0
## 488 LG2 16659729 NC024331 A 1 0 0 0
## 489 LG2 16673655 NC024331 C 1 0 0 0
## 490 LG2 16686664 NC024331 C 1 0 0 0
## 492 LG2 18185807 NC024331 A 1 0 0 0
## 507 LG2 18336998 NC024331 A 1 0 0 0
## 508 LG2 18337204 NC024331 A 1 0 0 0
## 864 LG2 29592469 NC024331 A 1 0 0 0
## 865 LG2 29596678 NC024331 C 1 0 0 0
## 866 LG2 29622729 NC024331 G 1 0 0 0
## 867 LG2 29626200 NC024331 C 1 0 0 0
## 868 LG2 29627919 NC024331 A 1 0 0 0
## 897 LG2 33178480 NC024331 A 1 0 0 0
## 898 LG2 33178482 NC024331 G 1 0 0 0
## 899 LG2 33189699 NC024331 t 1 0 0 0
## 1074 LG3 4936175 NC024332 T 1 0 0 0
## 1101 LG3 7328935 NC024332 C 1 0 0 0
## 1333 LG3 16230675 NC024332 C 1 0 0 0
## 1334 LG3 16231297 NC024332 t 1 0 0 0
## 1335 LG3 16231298 NC024332 t 1 0 0 0
## 1336 LG3 16231300 NC024332 t 1 0 0 0
## 1337 LG3 16231428 NC024332 C 1 0 0 0
## 1338 LG3 16232414 NC024332 c 1 0 0 0
## 1339 LG3 16232464 NC024332 G 1 0 0 0
## 1431 LG3 26732596 NC024332 A 1 0 0 0
## 1432 LG3 26746969 NC024332 c 1 0 0 0
## 1459 LG4 8983267 NC024333 A 1 0 0 0
## 1693 LG4 23700972 NC024333 g 1 0 0 0
## 1694 LG4 23721086 NC024333 C 1 0 0 0
## 1695 LG4 23724496 NC024333 T 1 0 0 0
## 1727 LG4 23972809 NC024333 C 1 0 0 0
## 1746 LG4 27263033 NC024333 a 1 0 0 0
## 1747 LG4 27826587 NC024333 A 1 0 0 0
## 1748 LG4 27826598 NC024333 g 1 0 0 0
## 1749 LG4 27826615 NC024333 a 1 0 0 0
## 2179 LG6 2491676 NC024335 C 1 0 0 0
## 2266 LG6 20095377 NC024335 G 1 0 0 0
## 2267 LG6 20143738 NC024335 a 1 0 0 0
## 2525 LG7 23467633 NC024336 C 1 0 0 0
## 2526 LG7 23469672 NC024336 G 1 0 0 0
## 2527 LG7 23469689 NC024336 A 1 0 0 0
## 2528 LG7 23494043 NC024336 G 1 0 0 0
## 2529 LG7 23494416 NC024336 C 1 0 0 0
## 2530 LG7 23495783 NC024336 T 1 0 0 0
## 2531 LG7 23511827 NC024336 G 1 0 0 0
## 2532 LG7 23520888 NC024336 G 1 0 0 0
## 2533 LG7 23521276 NC024336 a 1 0 0 0
## 2534 LG7 23522735 NC024336 A 1 0 0 0
## 2535 LG7 23523880 NC024336 A 1 0 0 0
## 2536 LG7 23523894 NC024336 T 1 0 0 0
## 2537 LG7 23523906 NC024336 T 1 0 0 0
## 2580 LG7 26741309 NC024336 G 1 0 0 0
## 2581 LG7 26741310 NC024336 T 1 0 0 0
## 2582 LG7 26741909 NC024336 G 1 0 0 0
## 2583 LG7 26742198 NC024336 a 1 0 0 0
## 2584 LG7 26742205 NC024336 g 1 0 0 0
## 2585 LG7 26742237 NC024336 g 1 0 0 0
## 2730 LG8 2646061 NC024337 G 1 0 0 0
## 2861 LG8 23124360 NC024337 T 1 0 0 0
## 2862 LG8 23125154 NC024337 C 1 0 0 0
## 2996 LG9 10306581 NC024338 C 1 0 0 0
## 2997 LG9 10308019 NC024338 t 1 0 0 0
## 3115 LG9 22931940 NC024338 G 1 0 0 0
## 3123 LG9 23125475 NC024338 A 1 0 0 0
## 3124 LG9 23125550 NC024338 G 1 0 0 0
## 3125 LG9 23130911 NC024338 A 1 0 0 0
## 3173 LG9 27647187 NC024338 A 1 0 0 0
## 3174 LG9 27648001 NC024338 C 1 0 0 0
## 3175 LG9 27649290 NC024338 t 1 0 0 0
## 3176 LG9 27649303 NC024338 T 1 0 0 0
## 3177 LG9 27649337 NC024338 A 1 0 0 0
## 3178 LG9 27649364 NC024338 A 1 0 0 0
## 3179 LG9 27649379 NC024338 G 1 0 0 0
## 3180 LG9 27650640 NC024338 A 1 0 0 0
## 3208 LG10 2349658 NC024339 G 1 0 0 0
## 3725 LG10 28192213 NC024339 G 1 0 0 0
## 3868 LG11 6449632 NC024340 G 1 0 0 0
## 4436 LG12 3566457 NC024341 g 1 0 0 0
## 4437 LG12 3567037 NC024341 t 1 0 0 0
## 4438 LG12 3568929 NC024341 G 1 0 0 0
## 4439 LG12 3572958 NC024341 T 1 0 0 0
## 4440 LG12 3572998 NC024341 T 1 0 0 0
## 4441 LG12 3572999 NC024341 G 1 0 0 0
## 4442 LG12 3574711 NC024341 G 1 0 0 0
## 4443 LG12 3576824 NC024341 C 1 0 0 0
## 4444 LG12 3576841 NC024341 G 1 0 0 0
## 4445 LG12 3578433 NC024341 G 1 0 0 0
## 4489 LG12 3841684 NC024341 G 1 0 0 0
## 4954 LG12 14070994 NC024341 C 1 0 0 0
## 4955 LG12 14074470 NC024341 A 1 0 0 0
## 4956 LG12 14091480 NC024341 T 1 0 0 0
## 4957 LG12 14091850 NC024341 t 1 1 0 0
## 4958 LG12 14091884 NC024341 c 1 1 0 0
## 6213 LG13 1533408 NC024342 c 1 0 0 0
## 6214 LG13 1533909 NC024342 G 1 0 0 0
## 6215 LG13 1533980 NC024342 g 1 0 0 0
## 6216 LG13 1534894 NC024342 A 1 0 0 0
## 6219 LG13 1535575 NC024342 t 1 0 0 0
## 6220 LG13 1535599 NC024342 T 1 0 0 0
## 6221 LG13 1535606 NC024342 G 1 0 0 0
## 6223 LG13 1536143 NC024342 T 1 0 0 0
## 6225 LG13 1536611 NC024342 t 1 0 0 0
## 6226 LG13 1536760 NC024342 G 1 0 0 0
## 6227 LG13 1536888 NC024342 T 1 0 0 0
## 6228 LG13 1537062 NC024342 a 1 0 0 0
## 6229 LG13 1537828 NC024342 G 1 0 0 0
## 6230 LG13 1537947 NC024342 C 1 0 0 0
## 6231 LG13 1538299 NC024342 T 1 0 0 0
## 6232 LG13 1538526 NC024342 G 1 0 0 0
## 6233 LG13 1538712 NC024342 A 1 0 0 0
## 6234 LG13 1538989 NC024342 C 1 0 0 0
## 6235 LG13 1538990 NC024342 G 1 0 0 0
## 6236 LG13 1539677 NC024342 C 1 0 0 0
## 6237 LG13 1539800 NC024342 G 1 0 0 0
## 6238 LG13 1539957 NC024342 T 1 0 0 0
## 6239 LG13 1541013 NC024342 a 1 0 0 0
## 6240 LG13 1541529 NC024342 C 1 0 0 0
## 6241 LG13 1541538 NC024342 c 1 0 0 0
## 6242 LG13 1541541 NC024342 a 1 0 0 0
## 6243 LG13 1541673 NC024342 g 1 0 0 0
## 6244 LG13 1543716 NC024342 C 1 0 0 0
## 6245 LG13 1544277 NC024342 g 1 0 0 0
## 6246 LG13 1544632 NC024342 G 1 0 0 0
## 6247 LG13 1544634 NC024342 A 1 0 0 0
## 8312 LG13 3102231 NC024342 C 1 0 0 0
## 8315 LG13 3102795 NC024342 G 1 0 0 0
## 8319 LG13 3103997 NC024342 t 1 0 0 0
## 8320 LG13 3104287 NC024342 t 1 0 0 0
## 8321 LG13 3104403 NC024342 t 1 0 0 0
## 8322 LG13 3104631 NC024342 a 1 0 0 0
## 8323 LG13 3105678 NC024342 A 1 0 0 0
## 8324 LG13 3105890 NC024342 G 1 0 0 0
## 8325 LG13 3106026 NC024342 A 1 0 0 0
## 8326 LG13 3106071 NC024342 G 1 0 0 0
## 8327 LG13 3107072 NC024342 G 1 0 0 0
## 8328 LG13 3107275 NC024342 G 1 0 0 0
## 8329 LG13 3107463 NC024342 T 1 0 0 0
## 8330 LG13 3107464 NC024342 G 1 0 0 0
## 8331 LG13 3108054 NC024342 T 1 0 0 0
## 8332 LG13 3108123 NC024342 T 1 0 0 0
## 8333 LG13 3108214 NC024342 t 1 0 0 0
## 8334 LG13 3108303 NC024342 A 1 0 0 0
## 10375 LG13 4845098 NC024342 T 1 0 0 0
## 10376 LG13 4845252 NC024342 a 1 0 0 0
## 10377 LG13 4845255 NC024342 c 1 0 0 0
## 10378 LG13 4845524 NC024342 G 1 0 0 0
## 10379 LG13 4845567 NC024342 A 1 0 0 0
## 10380 LG13 4845856 NC024342 C 1 0 0 0
## 10381 LG13 4846198 NC024342 G 1 0 0 0
## 10382 LG13 4847035 NC024342 C 1 0 0 0
## 10383 LG13 4847115 NC024342 C 1 0 0 0
## 10386 LG13 4847499 NC024342 G 1 0 0 0
## 10387 LG13 4847776 NC024342 g 1 0 0 0
## 10388 LG13 4847907 NC024342 a 1 0 0 0
## 10390 LG13 4847987 NC024342 t 1 0 0 0
## 10392 LG13 4848430 NC024342 A 1 0 0 0
## 10393 LG13 4848574 NC024342 G 1 0 0 0
## 10394 LG13 4848648 NC024342 T 1 0 0 0
## 10396 LG13 4849074 NC024342 T 1 0 0 0
## 10399 LG13 4849824 NC024342 A 1 0 0 0
## 10402 LG13 4850529 NC024342 T 1 0 0 0
## 10403 LG13 4851207 NC024342 T 1 0 0 0
## 10404 LG13 4851284 NC024342 A 1 0 0 0
## 10405 LG13 4851325 NC024342 C 1 0 0 0
## 10406 LG13 4851408 NC024342 C 1 0 0 0
## 10407 LG13 4851415 NC024342 A 1 0 0 0
## 10408 LG13 4851421 NC024342 A 1 0 0 0
## 10409 LG13 4851481 NC024342 T 1 0 0 0
## 10410 LG13 4852326 NC024342 G 1 0 0 0
## 10411 LG13 4852438 NC024342 a 1 0 0 0
## 10412 LG13 4852901 NC024342 g 1 0 0 0
## 10413 LG13 4852917 NC024342 C 1 0 0 0
## 10414 LG13 4853285 NC024342 G 1 0 0 0
## 12173 LG13 16690192 NC024342 T 1 0 0 0
## 12175 LG13 16705116 NC024342 G 1 0 0 0
## 12176 LG13 16708952 NC024342 T 1 0 0 0
## 12177 LG13 16710919 NC024342 G 1 0 0 0
## 12199 LG13 17061435 NC024342 T 1 0 0 0
## 12235 LG13 18418725 NC024342 g 1 0 0 0
## 12236 LG13 18424983 NC024342 C 1 0 0 0
## 12237 LG13 18427899 NC024342 T 1 0 0 0
## 12259 LG13 18906054 NC024342 T 1 0 0 0
## 12260 LG13 18906104 NC024342 t 1 0 0 0
## 12261 LG13 18906264 NC024342 G 1 0 0 0
## 12262 LG13 18906269 NC024342 A 1 0 0 0
## 12263 LG13 18978299 NC024342 a 1 0 0 0
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## 26612 LG22 14754402 NC024351 G 0 1 0 0
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## 26614 LG22 14774306 NC024351 G 0 1 0 0
## 26615 LG22 14774307 NC024351 C 0 1 0 0
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## 6217 LG13 1535455 NC024342 a 1 0 1 0
## 6218 LG13 1535458 NC024342 a 1 0 1 0
## 6222 LG13 1536090 NC024342 G 1 0 1 0
## 6224 LG13 1536283 NC024342 a 1 0 1 0
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## 10397 LG13 4849788 NC024342 C 1 0 1 0
## 10398 LG13 4849819 NC024342 C 1 0 1 0
## 10400 LG13 4850049 NC024342 g 1 0 1 0
## 10401 LG13 4850525 NC024342 G 1 0 1 0
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## 12258 LG13 18877782 NC024342 A 1 0 1 0
## 12265 LG13 18983780 NC024342 A 1 0 1 0
## 12267 LG13 19015225 NC024342 a 1 0 1 0
## 12269 LG13 19050654 NC024342 C 1 0 1 0
## 12307 LG13 20196634 NC024342 A 1 0 1 0
## 18295 LG2 33183285 NC024331 a 0 1 1 0
## 18296 LG2 33183321 NC024331 T 0 1 1 0
## 18297 LG2 33183345 NC024331 T 0 1 1 0
## 18859 LG4 9368993 NC024333 G 0 1 1 1
## 18860 LG4 9369384 NC024333 C 0 1 1 1
## 18861 LG4 9369462 NC024333 G 0 1 1 1
## 18862 LG4 9369557 NC024333 C 0 1 1 1
## 18863 LG4 9369765 NC024333 T 0 1 1 1
## 18864 LG4 9369778 NC024333 G 0 1 1 1
## 21732 LG13 18835956 NC024342 C 0 1 1 0
## 22253 LG13 22018004 NC024342 c 0 1 1 0
## 22272 LG13 22053140 NC024342 C 0 1 1 0
## 23557 LG14 24183162 NC024343 t 0 1 1 0
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 78 0.000000050 0.000061980 0.004153550 0.003197360 ENSPREG00000013671
## 79 0.000000080 0.000287100 0.343805830 0.028959750 ENSPREG00000013671
## 80 0.000000010 0.000009920 0.000851450 0.001043430 ENSPREG00000013671
## 81 0.000000001 0.000015180 0.707379860 0.005714210 ENSPREG00000013671
## 82 0.000000020 0.005904210 0.150004000 0.003459990 ENSPREG00000013671
## 83 0.000000001 0.013419000 0.000012420 0.016956200 ENSPREG00000013671
## 180 0.000000130 0.073857690 0.135432850 0.001054600 ENSPREG00000016365
## 181 0.000000030 0.369579530 0.035671480 0.003066050 ENSPREG00000016365
## 182 0.000000010 0.300850060 0.071975150 0.000100180 ENSPREG00000016365
## 183 0.000000090 0.305489460 0.539539000 0.215956290 ENSPREG00000016365
## 184 0.000000001 0.005416280 0.165619320 0.056648570 ENSPREG00000016365
## 185 0.000000001 0.005601810 0.397958930 0.047491880 ENSPREG00000016365
## 186 0.000000001 0.000109200 0.077436490 0.031000560 ENSPREG00000016365
## 187 0.000000001 0.371077290 0.998155260 0.032551280 ENSPREG00000016365
## 469 0.000000010 0.051067090 0.366722210 0.025736770 ENSPREG00000004053
## 488 0.000000040 0.693952050 0.654100240 0.638517600 ENSPREG00000006159
## 489 0.000000070 0.134397290 0.512746480 0.162484980 ENSPREG00000006159
## 490 0.000000001 0.820606830 0.838824220 0.142032270 ENSPREG00000006159
## 492 0.000000060 0.426900550 0.298931900 0.961681760 ENSPREG00000008458
## 507 0.000000110 0.001160730 0.000664960 0.163560900 ENSPREG00000009213
## 508 0.000000060 0.544353340 0.006030400 0.922608630 ENSPREG00000009213
## 864 0.000000010 0.116181470 0.633709670 0.682523190 ENSPREG00000002269
## 865 0.000000020 0.214520860 0.206985700 0.878113240 ENSPREG00000002269
## 866 0.000000060 0.012876740 0.266092050 0.023076880 ENSPREG00000002269
## 867 0.000000070 0.009080270 0.674924120 0.474450900 ENSPREG00000002269
## 868 0.000000010 0.004650080 0.126457410 0.700685440 ENSPREG00000002269
## 897 0.000000040 0.000000180 0.138471030 0.009525600 ENSPREG00000008811
## 898 0.000000090 0.000000170 0.170910540 0.004970860 ENSPREG00000008811
## 899 0.000000120 0.016853160 0.063973440 0.496185230 ENSPREG00000008811
## 1074 0.000000010 0.000888620 0.056128150 0.000010900 ENSPREG00000004177
## 1101 0.000000110 0.000509800 0.091348160 0.038633420 ENSPREG00000005953
## 1333 0.000000060 0.000493800 0.037490300 0.142849340 ENSPREG00000022779
## 1334 0.000000020 0.000751210 0.110055260 0.046513620 ENSPREG00000022779
## 1335 0.000000020 0.000660230 0.114056630 0.054736510 ENSPREG00000022779
## 1336 0.000000010 0.001287480 0.123203860 0.051816950 ENSPREG00000022779
## 1337 0.000000060 0.082300800 0.000667300 0.024514510 ENSPREG00000022779
## 1338 0.000000070 0.149544820 0.048771340 0.011207720 ENSPREG00000022779
## 1339 0.000000090 0.032386470 0.318461920 0.003249700 ENSPREG00000022779
## 1431 0.000000040 0.026754590 0.085762450 0.831946640 ENSPREG00000008541
## 1432 0.000000080 0.047396880 0.037444870 0.042079550 ENSPREG00000008541
## 1459 0.000000040 0.160589680 0.004303510 0.611379450 ENSPREG00000009044
## 1693 0.000000070 0.004007070 0.841076190 0.873326330 ENSPREG00000008971
## 1694 0.000000180 0.000000190 0.579060470 0.260501590 ENSPREG00000008971
## 1695 0.000000020 0.000082290 0.330107980 0.816719330 ENSPREG00000008971
## 1727 0.000000050 0.000530740 0.039063830 0.330603830 ENSPREG00000009248
## 1746 0.000000010 0.000153170 0.791348770 0.655576050 ENSPREG00000014272
## 1747 0.000000010 0.010590820 0.004362650 0.445677850 ENSPREG00000015627
## 1748 0.000000001 0.010055440 0.007479760 0.715595340 ENSPREG00000015627
## 1749 0.000000001 0.016816040 0.010479860 0.957859410 ENSPREG00000015627
## 2179 0.000000050 0.000191090 0.151628790 0.983231780 ENSPREG00000003791
## 2266 0.000000010 0.001107930 0.683288510 0.765811390 ENSPREG00000001917
## 2267 0.000000010 0.000000420 0.001242270 0.010453330 ENSPREG00000002035
## 2525 0.000000060 0.000697930 0.866395150 0.626297730 ENSPREG00000017867
## 2526 0.000000100 0.001353900 0.918158180 0.629884810 ENSPREG00000017867
## 2527 0.000000090 0.001356700 0.515333270 0.697167100 ENSPREG00000017867
## 2528 0.000000110 0.001429680 0.174927980 0.107157200 ENSPREG00000017867
## 2529 0.000000001 0.000011600 0.850544890 0.362202680 ENSPREG00000017867
## 2530 0.000000130 0.037449710 0.971172020 0.012537180 ENSPREG00000017867
## 2531 0.000000130 0.040113040 0.220056700 0.601783330 ENSPREG00000017867
## 2532 0.000000001 0.000347790 0.559767830 0.868972180 ENSPREG00000017867
## 2533 0.000000100 0.015164890 0.365285340 0.318224900 ENSPREG00000017867
## 2534 0.000000130 0.003823550 0.735138180 0.370397360 ENSPREG00000017867
## 2535 0.000000001 0.001478420 0.977433930 0.268009310 ENSPREG00000017867
## 2536 0.000000060 0.007423210 0.130984050 0.688046620 ENSPREG00000017867
## 2537 0.000000040 0.007419600 0.163585430 0.788590530 ENSPREG00000017867
## 2580 0.000000110 0.000009630 0.228101460 0.186133720 ENSPREG00000020560
## 2581 0.000000040 0.000012060 0.426950630 0.174080240 ENSPREG00000020560
## 2582 0.000000010 0.135590830 0.258127330 0.202333000 ENSPREG00000020560
## 2583 0.000000040 0.000049060 0.037373210 0.009122430 ENSPREG00000020560
## 2584 0.000000030 0.000101050 0.063552410 0.009898450 ENSPREG00000020560
## 2585 0.000000050 0.000081830 0.027194950 0.053277120 ENSPREG00000020560
## 2730 0.000000100 0.000000230 0.004562700 0.000618950 ENSPREG00000007961
## 2861 0.000000040 0.017352350 0.458232280 0.104834150 ENSPREG00000005367
## 2862 0.000000090 0.084772420 0.354948220 0.028423250 ENSPREG00000005367
## 2996 0.000000050 0.656693310 0.144578220 0.994426300 ENSPREG00000003839
## 2997 0.000000050 0.315315950 0.134902760 0.010920570 ENSPREG00000003839
## 3115 0.000000020 0.273338610 0.175670670 0.013894060 ENSPREG00000000771
## 3123 0.000000110 0.075433310 0.348395860 0.158872620 ENSPREG00000001690
## 3124 0.000000170 0.008237900 0.125516400 0.015473380 ENSPREG00000001690
## 3125 0.000000230 0.000045450 0.985182990 0.014562820 ENSPREG00000001690
## 3173 0.000000110 0.323346840 0.632975140 0.190639000 ENSPREG00000007804
## 3174 0.000000040 0.988384550 0.685585940 0.434914320 ENSPREG00000007804
## 3175 0.000000010 0.392458540 0.038943670 0.005177030 ENSPREG00000007804
## 3176 0.000000001 0.267461090 0.059456200 0.010283210 ENSPREG00000007804
## 3177 0.000000001 0.203986250 0.055704230 0.035376150 ENSPREG00000007804
## 3178 0.000000001 0.044370450 0.170725280 0.166607370 ENSPREG00000007804
## 3179 0.000000020 0.053345640 0.133052230 0.267565130 ENSPREG00000007804
## 3180 0.000000020 0.380265620 0.419085110 0.528576330 ENSPREG00000007804
## 3208 0.000000070 0.110109940 0.416793200 0.198646140 ENSPREG00000019704
## 3725 0.000000010 0.000014420 0.719848550 0.576634950 ENSPREG00000006443
## 3868 0.000000150 0.000597100 0.023270570 0.072190690 ENSPREG00000017999
## 4436 0.000000050 0.128074260 0.890221610 0.715530500 ENSPREG00000017717
## 4437 0.000000010 0.017717580 0.027903100 0.000240980 ENSPREG00000017717
## 4438 0.000000010 0.544161180 0.091848460 0.006594980 ENSPREG00000017717
## 4439 0.000000160 0.028443440 0.029402060 0.772848670 ENSPREG00000017717
## 4440 0.000000070 0.201503080 0.019511590 0.988971260 ENSPREG00000017717
## 4441 0.000000020 0.137522780 0.036718460 0.928461390 ENSPREG00000017717
## 4442 0.000000030 0.000622900 0.161224920 0.176191900 ENSPREG00000017717
## 4443 0.000000001 0.003419220 0.339422520 0.011953560 ENSPREG00000017717
## 4444 0.000000001 0.000503290 0.068868930 0.006784260 ENSPREG00000017717
## 4445 0.000000110 0.000241870 0.440769680 0.050965000 ENSPREG00000017717
## 4489 0.000000010 0.198239130 0.577632630 0.242497570 ENSPREG00000018075
## 4954 0.000000050 0.000047870 0.000647230 0.002285180 ENSPREG00000007900
## 4955 0.000000160 0.000006460 0.084129830 0.000002120 ENSPREG00000007900
## 4956 0.000000100 0.000000630 0.002066750 0.000013630 ENSPREG00000007900
## 4957 0.000000140 0.000000001 0.004363970 0.000551580 ENSPREG00000007900
## 4958 0.000000010 0.000000001 0.004953360 0.001106470 ENSPREG00000007900
## 6213 0.000000001 0.056038440 0.004845110 0.200980220 ENSPREG00000008623
## 6214 0.000000001 0.053402720 0.116910910 0.632637820 ENSPREG00000008623
## 6215 0.000000001 0.010940250 0.354878540 0.532073250 ENSPREG00000008623
## 6216 0.000000001 0.060356640 0.000280640 0.642006650 ENSPREG00000008623
## 6219 0.000000001 0.090313140 0.000003950 0.961540960 ENSPREG00000008623
## 6220 0.000000001 0.401392930 0.000007250 0.719182040 ENSPREG00000008623
## 6221 0.000000001 0.000981670 0.000000890 0.355804300 ENSPREG00000008623
## 6223 0.000000001 0.146780480 0.000030610 0.302958550 ENSPREG00000008623
## 6225 0.000000001 0.056908670 0.000005890 0.963401880 ENSPREG00000008623
## 6226 0.000000020 0.723844290 0.000000550 0.397154130 ENSPREG00000008623
## 6227 0.000000001 0.441471180 0.000009370 0.448130390 ENSPREG00000008623
## 6228 0.000000001 0.236790040 0.085192770 0.421054990 ENSPREG00000008623
## 6229 0.000000001 0.457417520 0.000065630 0.363718360 ENSPREG00000008623
## 6230 0.000000020 0.106492250 0.032845680 0.944694060 ENSPREG00000008623
## 6231 0.000000040 0.044930240 0.000078180 0.423380580 ENSPREG00000008623
## 6232 0.000000020 0.483220410 0.000027080 0.451218920 ENSPREG00000008623
## 6233 0.000000001 0.025499560 0.000447790 0.494278710 ENSPREG00000008623
## 6234 0.000000030 0.056864150 0.000144010 0.890846230 ENSPREG00000008623
## 6235 0.000000020 0.191065590 0.000038160 0.712041660 ENSPREG00000008623
## 6236 0.000000001 0.148295020 0.000254050 0.501431990 ENSPREG00000008623
## 6237 0.000000001 0.000148100 0.000005580 0.001847080 ENSPREG00000008623
## 6238 0.000000001 0.000332780 0.000082070 0.496223640 ENSPREG00000008623
## 6239 0.000000040 0.151885680 0.008914680 0.815498610 ENSPREG00000008623
## 6240 0.000000001 0.047436130 0.000011100 0.642493480 ENSPREG00000008623
## 6241 0.000000001 0.082670390 0.000006580 0.712949040 ENSPREG00000008623
## 6242 0.000000001 0.043350150 0.000005760 0.856186900 ENSPREG00000008623
## 6243 0.000000001 0.293891760 0.000002450 0.660135810 ENSPREG00000008623
## 6244 0.000000001 0.004988940 0.002844820 0.414940320 ENSPREG00000008623
## 6245 0.000000001 0.019359430 0.000790380 0.168656560 ENSPREG00000008623
## 6246 0.000000001 0.014242830 0.000003610 0.791900510 ENSPREG00000008623
## 6247 0.000000001 0.009350300 0.000000840 0.612227710 ENSPREG00000008623
## 8312 0.000000050 0.701291140 0.000000880 0.219277100 ENSPREG00000010341
## 8315 0.000000001 0.375086520 0.000090840 0.565402030 ENSPREG00000010341
## 8319 0.000000090 0.929926690 0.000004890 0.428573390 ENSPREG00000010341
## 8320 0.000000001 0.010416750 0.004880410 0.143870530 ENSPREG00000010341
## 8321 0.000000001 0.117901200 0.001076600 0.051902060 ENSPREG00000010341
## 8322 0.000000010 0.331732500 0.000476380 0.514070750 ENSPREG00000010341
## 8323 0.000000020 0.002315600 0.000545370 0.710095810 ENSPREG00000010341
## 8324 0.000000001 0.205516400 0.006433590 0.942989820 ENSPREG00000010341
## 8325 0.000000010 0.000110260 0.261066660 0.221476890 ENSPREG00000010341
## 8326 0.000000001 0.364307740 0.002352920 0.960343660 ENSPREG00000010341
## 8327 0.000000001 0.017126140 0.017655930 0.864505720 ENSPREG00000010341
## 8328 0.000000001 0.070580780 0.121576240 0.195470210 ENSPREG00000010341
## 8329 0.000000001 0.027817050 0.000252390 0.854687800 ENSPREG00000010341
## 8330 0.000000001 0.029014070 0.000491200 0.912494580 ENSPREG00000010341
## 8331 0.000000001 0.001698160 0.432400200 0.859892700 ENSPREG00000010341
## 8332 0.000000001 0.008498120 0.305699820 0.490742960 ENSPREG00000010341
## 8333 0.000000030 0.626036880 0.167072950 0.003048490 ENSPREG00000010341
## 8334 0.000000001 0.619474530 0.045934220 0.003252950 ENSPREG00000010341
## 10375 0.000000001 0.019765440 0.000000190 0.280174480 ENSPREG00000011782
## 10376 0.000000001 0.000956890 0.000000220 0.995074900 ENSPREG00000011782
## 10377 0.000000001 0.000023570 0.000000470 0.557196930 ENSPREG00000011782
## 10378 0.000000001 0.254551780 0.000004190 0.231838430 ENSPREG00000011782
## 10379 0.000000001 0.402100010 0.000001270 0.369009500 ENSPREG00000011782
## 10380 0.000000020 0.019598180 0.085060470 0.144494530 ENSPREG00000011782
## 10381 0.000000010 0.000923430 0.509961530 0.003965490 ENSPREG00000011782
## 10382 0.000000040 0.102152480 0.002681610 0.715032110 ENSPREG00000011782
## 10383 0.000000050 0.368115230 0.000004780 0.070195520 ENSPREG00000011782
## 10386 0.000000030 0.328792440 0.007350230 0.325359280 ENSPREG00000011782
## 10387 0.000000040 0.163278330 0.000000440 0.409728100 ENSPREG00000011782
## 10388 0.000000001 0.040204770 0.320641640 0.977435720 ENSPREG00000011782
## 10390 0.000000080 0.119302190 0.444167340 0.934803030 ENSPREG00000011782
## 10392 0.000000020 0.011211260 0.000006550 0.552006380 ENSPREG00000011782
## 10393 0.000000001 0.063428860 0.000257680 0.282527780 ENSPREG00000011782
## 10394 0.000000001 0.040169710 0.000704510 0.833272830 ENSPREG00000011782
## 10396 0.000000020 0.685311520 0.000017480 0.038993100 ENSPREG00000011782
## 10399 0.000000060 0.397933120 0.002568300 0.262542280 ENSPREG00000011782
## 10402 0.000000001 0.399431800 0.000049920 0.889069750 ENSPREG00000011782
## 10403 0.000000001 0.110628750 0.001113940 0.806523560 ENSPREG00000011782
## 10404 0.000000001 0.003605010 0.000009580 0.102158370 ENSPREG00000011782
## 10405 0.000000010 0.128662220 0.001386800 0.299155970 ENSPREG00000011782
## 10406 0.000000010 0.026796100 0.000449930 0.422720400 ENSPREG00000011782
## 10407 0.000000001 0.002640560 0.000001570 0.943009110 ENSPREG00000011782
## 10408 0.000000001 0.004690580 0.000001060 0.831523640 ENSPREG00000011782
## 10409 0.000000001 0.073297350 0.003588270 0.796283920 ENSPREG00000011782
## 10410 0.000000001 0.010876900 0.000000670 0.838626980 ENSPREG00000011782
## 10411 0.000000010 0.026741420 0.000183130 0.405684570 ENSPREG00000011782
## 10412 0.000000090 0.098457880 0.000084980 0.340474730 ENSPREG00000011782
## 10413 0.000000020 0.038662370 0.000023070 0.590906470 ENSPREG00000011782
## 10414 0.000000001 0.042053460 0.009684940 0.128423440 ENSPREG00000011782
## 12173 0.000000070 0.657330490 0.057625710 0.988604810 ENSPREG00000022573
## 12175 0.000000050 0.300106450 0.000043680 0.655403560 ENSPREG00000022573
## 12176 0.000000100 0.928585310 0.000000200 0.763343800 ENSPREG00000022573
## 12177 0.000000110 0.315500090 0.000004330 0.283672600 ENSPREG00000022573
## 12199 0.000000110 0.848312750 0.000000780 0.987509480 ENSPREG00000022797
## 12235 0.000000020 0.163138960 0.155531310 0.077657470 ENSPREG00000001609
## 12236 0.000000020 0.593748290 0.246462550 0.243597470 ENSPREG00000001609
## 12237 0.000000050 0.112450620 0.113092610 0.674221250 ENSPREG00000001609
## 12259 0.000000010 0.437715400 0.000000560 0.702232060 ENSPREG00000002366
## 12260 0.000000020 0.756041560 0.000009240 0.691334270 ENSPREG00000002366
## 12261 0.000000080 0.952846280 0.000017860 0.773184370 ENSPREG00000002366
## 12262 0.000000100 0.921807250 0.000006110 0.638588050 ENSPREG00000002366
## 12263 0.000000120 0.073119600 0.000003300 0.950224120 ENSPREG00000002366
## 12264 0.000000040 0.671588180 0.000000350 0.166818540 ENSPREG00000002366
## 12266 0.000000120 0.591190740 0.000002240 0.503308830 ENSPREG00000002366
## 12268 0.000000100 0.012408960 0.000000460 0.663019110 ENSPREG00000002366
## 12270 0.000000120 0.073111380 0.000001640 0.541213140 ENSPREG00000002366
## 12271 0.000000140 0.080020940 0.000001000 0.329635640 ENSPREG00000002366
## 12272 0.000000080 0.503832260 0.000000500 0.870125130 ENSPREG00000002366
## 12306 0.000000090 0.000000040 0.148989450 0.391681280 ENSPREG00000004332
## 12348 0.000000060 0.000098080 0.765478190 0.349460860 ENSPREG00000006590
## 12349 0.000000120 0.000017080 0.707237290 0.483076010 ENSPREG00000006590
## 12350 0.000000060 0.000000050 0.083525310 0.974482750 ENSPREG00000006590
## 12987 0.000000130 0.000206190 0.263094840 0.166822260 ENSPREG00000010094
## 13130 0.000000130 0.002841990 0.062585650 0.264366220 ENSPREG00000013600
## 13620 0.000000110 0.000044990 0.824945300 0.000066400 ENSPREG00000017857
## 13664 0.000000150 0.000068040 0.008253960 0.138358890 ENSPREG00000019238
## 13665 0.000000100 0.039315470 0.303630650 0.303195380 ENSPREG00000019238
## 13666 0.000000030 0.000080050 0.020497370 0.027413000 ENSPREG00000019238
## 13667 0.000000001 0.000300980 0.031949540 0.539351060 ENSPREG00000019238
## 13668 0.000000100 0.028924830 0.636339330 0.376800470 ENSPREG00000019238
## 13669 0.000000140 0.000687420 0.482246790 0.186330820 ENSPREG00000019588
## 13915 0.000000170 0.535745950 0.609540200 0.171193010 ENSPREG00000016306
## 13917 0.000000001 0.398319410 0.521984570 0.221013570 ENSPREG00000016306
## 13919 0.000000010 0.895339080 0.151078630 0.004264330 ENSPREG00000016306
## 13996 0.000000010 0.000002170 0.000253220 0.000262750 ENSPREG00000014625
## 14276 0.000000001 0.000012110 0.101699260 0.006047960 ENSPREG00000020143
## 14277 0.000000001 0.000003740 0.023979790 0.000910830 ENSPREG00000020143
## 14311 0.000000060 0.025435490 0.002364360 0.000190060 ENSPREG00000001337
## 14312 0.000000160 0.445290920 0.448088980 0.035755610 ENSPREG00000001337
## 15281 0.000000140 0.231532650 0.212035260 0.505503420 ENSPREG00000005869
## 15282 0.000000160 0.049903800 0.025109080 0.127388150 ENSPREG00000005869
## 15283 0.000000030 0.052457920 0.000402950 0.004542350 ENSPREG00000005869
## 15644 0.000000110 0.005137440 0.581727160 0.059971810 ENSPREG00000004341
## 15645 0.000000120 0.009353720 0.040656180 0.346811680 ENSPREG00000004341
## 15646 0.000000100 0.000000030 0.462530270 0.312058290 ENSPREG00000004341
## 15647 0.000000130 0.000000020 0.151070410 0.409521910 ENSPREG00000004341
## 15648 0.000000160 0.050976860 0.768155570 0.536574370 ENSPREG00000004341
## 15649 0.000000050 0.012711600 0.729787710 0.532370330 ENSPREG00000004341
## 15650 0.000000070 0.046063180 0.874414420 0.180005620 ENSPREG00000004341
## 15651 0.000000080 0.000639820 0.577313660 0.749019830 ENSPREG00000004341
## 15652 0.000000130 0.011125290 0.010706350 0.004108090 ENSPREG00000004341
## 15904 0.000000001 0.000000001 0.860558240 0.999978400 ENSPREG00000011860
## 15905 0.000000070 0.000008080 0.169915570 0.102251060 ENSPREG00000011860
## 15906 0.000000030 0.000002090 0.548934870 0.999977040 ENSPREG00000011860
## 15907 0.000000070 0.000001930 0.062984200 0.999976850 ENSPREG00000011860
## 15908 0.000000010 0.000003790 0.055748570 0.241746670 ENSPREG00000011860
## 15909 0.000000010 0.000000410 0.514457690 0.218580820 ENSPREG00000011860
## 15910 0.000000001 0.000000001 0.040685610 0.051126980 ENSPREG00000011860
## 15911 0.000000001 0.000012770 0.066566600 0.019859870 ENSPREG00000011860
## 15912 0.000000001 0.000343470 0.052572280 0.017155390 ENSPREG00000011860
## 15913 0.000000010 0.000000030 0.705013910 0.999975660 ENSPREG00000011860
## 15914 0.000000010 0.000000110 0.684587140 0.999978390 ENSPREG00000011860
## 15915 0.000000100 0.000011580 0.749957870 0.999976890 ENSPREG00000011860
## 15916 0.000000010 0.000002130 0.112946440 0.306626690 ENSPREG00000011860
## 15917 0.000000060 0.000000290 0.032588000 0.132157700 ENSPREG00000011860
## 15918 0.000000050 0.000000350 0.091175160 0.999978630 ENSPREG00000011860
## 15919 0.000000001 0.000000001 0.311673900 0.999975330 ENSPREG00000011860
## 15921 0.000000001 0.000000050 0.002281600 0.999977210 ENSPREG00000011860
## 15923 0.000000020 0.000005110 0.004177520 0.999979460 ENSPREG00000011860
## 16252 0.000000080 0.000026490 0.091995460 0.924080770 ENSPREG00000018480
## 16253 0.000000110 0.000042950 0.792494740 0.609513780 ENSPREG00000018480
## 16254 0.000000180 0.000000170 0.902329590 0.399695330 ENSPREG00000018480
## 16255 0.000000140 0.000004590 0.292134450 0.102646480 ENSPREG00000018480
## 16256 0.000000070 0.000007370 0.715527740 0.487686350 ENSPREG00000018480
## 16257 0.000000070 0.000005040 0.616732070 0.184713210 ENSPREG00000018480
## 16258 0.000000050 0.000000190 0.918465590 0.456593860 ENSPREG00000018480
## 16312 0.000000030 0.002560940 0.065129340 0.275635200 ENSPREG00000006572
## 16313 0.000000090 0.000002460 0.017722880 0.078517950 ENSPREG00000006572
## 16314 0.000000070 0.000007960 0.010138260 0.085487410 ENSPREG00000006572
## 16315 0.000000150 0.000002890 0.204541950 0.533450660 ENSPREG00000006572
## 16316 0.000000010 0.000208600 0.154409540 0.112580840 ENSPREG00000006572
## 16317 0.000000190 0.000000040 0.000254740 0.904533920 ENSPREG00000006572
## 16318 0.000000080 0.007950770 0.023214710 0.067357320 ENSPREG00000006572
## 16319 0.000000050 0.000023920 0.166100690 0.263991420 ENSPREG00000006572
## 16320 0.000000100 0.000017020 0.060513750 0.105480870 ENSPREG00000006572
## 16321 0.000000020 0.000000610 0.000029860 0.037916200 ENSPREG00000006572
## 16322 0.000000001 0.000995670 0.017211290 0.410894300 ENSPREG00000006572
## 16323 0.000000010 0.000042960 0.000649730 0.827483250 ENSPREG00000006572
## 16324 0.000000090 0.000000450 0.085404320 0.661098740 ENSPREG00000006572
## 16325 0.000000030 0.000373300 0.463701190 0.201179610 ENSPREG00000006572
## 16326 0.000000170 0.008368200 0.000145450 0.996817650 ENSPREG00000006572
## 16327 0.000000040 0.001357660 0.002355580 0.536888920 ENSPREG00000006572
## 16328 0.000000030 0.001720980 0.439205690 0.003839860 ENSPREG00000006572
## 16329 0.000000030 0.002157950 0.422890170 0.000792320 ENSPREG00000006572
## 16330 0.000000010 0.000220140 0.002526840 0.647076910 ENSPREG00000006572
## 16331 0.000000020 0.000844720 0.014829470 0.536044090 ENSPREG00000006572
## 16332 0.000000001 0.000000810 0.007338570 0.549058750 ENSPREG00000006572
## 16333 0.000000030 0.000008990 0.889940230 0.017297180 ENSPREG00000006572
## 16334 0.000000020 0.000474530 0.155145900 0.226973120 ENSPREG00000006572
## 16335 0.000000070 0.009767680 0.000703340 0.776935920 ENSPREG00000006572
## 16336 0.000000001 0.000253010 0.022406260 0.545687070 ENSPREG00000006572
## 16337 0.000000070 0.016031930 0.028051730 0.130403010 ENSPREG00000006572
## 16338 0.000000180 0.000589040 0.000562630 0.226942540 ENSPREG00000006572
## 16339 0.000000100 0.001075180 0.003021770 0.892932570 ENSPREG00000006572
## 16340 0.000000140 0.003029860 0.006032910 0.848595840 ENSPREG00000006572
## 16341 0.000000010 0.017906730 0.652384670 0.415044170 ENSPREG00000006572
## 16342 0.000000001 0.001686450 0.192288560 0.380695310 ENSPREG00000006572
## 16343 0.000000001 0.000000140 0.036102140 0.022258910 ENSPREG00000006572
## 16344 0.000000001 0.000000910 0.010739880 0.015205510 ENSPREG00000006572
## 16345 0.000000190 0.008464990 0.012410970 0.667566710 ENSPREG00000006572
## 16346 0.000000090 0.000290880 0.000031500 0.279888690 ENSPREG00000006572
## 16347 0.000000001 0.000003810 0.008436490 0.420123120 ENSPREG00000006572
## 16348 0.000000001 0.000034940 0.541057410 0.831499790 ENSPREG00000006572
## 16349 0.000000010 0.000308410 0.103628670 0.155650200 ENSPREG00000006572
## 16350 0.000000010 0.000059710 0.043387580 0.477240720 ENSPREG00000006572
## 16351 0.000000020 0.009840070 0.044210540 0.066826370 ENSPREG00000006572
## 16352 0.000000030 0.000048280 0.026805350 0.951853020 ENSPREG00000006572
## 16353 0.000000060 0.000086190 0.025343030 0.981946200 ENSPREG00000006572
## 16354 0.000000030 0.000101280 0.039619370 0.941686810 ENSPREG00000006572
## 16355 0.000000070 0.000066120 0.192199220 0.982530830 ENSPREG00000006572
## 16356 0.000000001 0.000045430 0.026784590 0.569266810 ENSPREG00000006572
## 16357 0.000000130 0.000200310 0.051695110 0.209677140 ENSPREG00000006572
## 16358 0.000000130 0.001027590 0.017016000 0.384633360 ENSPREG00000006572
## 16359 0.000000060 0.012010380 0.009059950 0.866865060 ENSPREG00000006572
## 16360 0.000000010 0.003061220 0.000052100 0.782384350 ENSPREG00000006572
## 16361 0.000000100 0.001296100 0.017683490 0.059998460 ENSPREG00000006572
## 16362 0.000000060 0.000061990 0.609158890 0.119054930 ENSPREG00000006572
## 16363 0.000000060 0.001056990 0.000006420 0.204606580 ENSPREG00000006572
## 16364 0.000000010 0.000597910 0.000087810 0.942291780 ENSPREG00000006572
## 16365 0.000000001 0.088267380 0.031636640 0.914908640 ENSPREG00000006572
## 16673 0.000000080 0.000000020 0.004470090 0.268619170 ENSPREG00000008053
## 16674 0.000000060 0.000025780 0.003465770 0.003920530 ENSPREG00000008053
## 16675 0.000000130 0.000000001 0.001538880 0.001217800 ENSPREG00000008053
## 16676 0.000000001 0.000000001 0.017597750 0.002892710 ENSPREG00000008053
## 16746 0.000000130 0.740677860 0.579613190 0.252789660 ENSPREG00000001261
## 17106 0.000000170 0.026177780 0.069398700 0.003421110 ENSPREG00000003428
## 17107 0.000000020 0.002566690 0.138402570 0.026920050 ENSPREG00000003428
## 17215 0.000000110 0.000001820 0.000473420 0.020930360 ENSPREG00000012486
## 17220 0.000000070 0.464958550 0.011153720 0.084378010 ENSPREG00000014498
## 17221 0.000000050 0.051354370 0.600652860 0.937223530 ENSPREG00000014534
## 17222 0.000000100 0.861404040 0.090070130 0.556449320 ENSPREG00000014559
## 17223 0.000000010 0.674855500 0.119433190 0.368840380 ENSPREG00000014559
## 17224 0.000000001 0.046640200 0.043666470 0.933635640 ENSPREG00000014579
## 17225 0.000000001 0.004921910 0.084943510 0.650586790 ENSPREG00000014579
## 17232 0.000000130 0.588228440 0.571390370 0.042063280 ENSPREG00000014669
## 17450 0.000000020 0.002529480 0.619913640 0.024261220 ENSPREG00000015185
## 17451 0.000000070 0.051003500 0.585925140 0.000387290 ENSPREG00000015185
## 17452 0.000000010 0.265680870 0.248725970 0.107724530 ENSPREG00000015185
## 17453 0.000000010 0.258065000 0.307681770 0.077292680 ENSPREG00000015185
## 17454 0.000000070 0.064593640 0.361372460 0.056669840 ENSPREG00000015185
## 17455 0.000000130 0.019209480 0.780332290 0.006939790 ENSPREG00000015185
## 17456 0.000000040 0.411225370 0.019268970 0.081440930 ENSPREG00000015185
## 17457 0.000000110 0.235753790 0.030195450 0.071953910 ENSPREG00000015185
## 17458 0.000000001 0.020011510 0.080168420 0.010138950 ENSPREG00000015185
## 17459 0.000000150 0.022465430 0.800592850 0.004719980 ENSPREG00000015185
## 17460 0.000000140 0.007074010 0.124431500 0.011146390 ENSPREG00000015185
## 17461 0.000000040 0.080792230 0.144103300 0.151026770 ENSPREG00000015185
## 17462 0.000000090 0.263295110 0.062087380 0.319069110 ENSPREG00000015185
## 17463 0.000000010 0.001907250 0.769405550 0.009206850 ENSPREG00000015185
## 17464 0.000000010 0.000030970 0.888497440 0.009656490 ENSPREG00000015185
## 17465 0.000000090 0.001137760 0.223989330 0.005856390 ENSPREG00000015185
## 17466 0.000000001 0.009047740 0.230445870 0.124320270 ENSPREG00000015185
## 17467 0.000000070 0.291429430 0.211429270 0.010428540 ENSPREG00000015185
## 17468 0.000000070 0.078470680 0.080443170 0.004478090 ENSPREG00000015185
## 17469 0.000000050 0.404388420 0.977120160 0.022818480 ENSPREG00000015185
## 17470 0.000000160 0.055378130 0.216141630 0.002752960 ENSPREG00000015185
## 17471 0.000000060 0.000568670 0.491110750 0.008019620 ENSPREG00000015185
## 17472 0.000000010 0.005058870 0.788709590 0.026192930 ENSPREG00000015185
## 17525 0.000000130 0.070664380 0.088800700 0.009926450 ENSPREG00000015916
## 17527 0.000000150 0.089770610 0.873682560 0.573232740 ENSPREG00000015925
## 17565 0.000000010 0.000026710 0.334489890 0.002052850 ENSPREG00000017738
## 17566 0.000000010 0.000035620 0.568668500 0.082625300 ENSPREG00000017738
## 17567 0.000000070 0.000214900 0.400621330 0.443593050 ENSPREG00000017738
## 18150 0.000008350 0.000000050 0.530193170 0.166598500 ENSPREG00000016990
## 18151 0.000019440 0.000000001 0.003217830 0.002703530 ENSPREG00000016990
## 18152 0.000149760 0.000000001 0.754616380 0.720309350 ENSPREG00000016990
## 18153 0.000483090 0.000000040 0.000666230 0.005787410 ENSPREG00000016990
## 18154 0.000087720 0.000000010 0.859750230 0.725746060 ENSPREG00000016990
## 18155 0.000161630 0.000000100 0.986133350 0.211969130 ENSPREG00000016990
## 18156 0.000005540 0.000000070 0.020461500 0.548866410 ENSPREG00000016990
## 18157 0.000349800 0.000000001 0.291564690 0.015265780 ENSPREG00000016990
## 18158 0.000423100 0.000000001 0.190595630 0.070928700 ENSPREG00000016990
## 18159 0.000047960 0.000000010 0.418877370 0.001165610 ENSPREG00000016990
## 18160 0.001674290 0.000000001 0.952234280 0.004176260 ENSPREG00000016990
## 18161 0.000137360 0.000000001 0.989826500 0.001145360 ENSPREG00000016990
## 18162 0.000029320 0.000000001 0.913550180 0.001662420 ENSPREG00000016990
## 18163 0.000026140 0.000000001 0.786542230 0.001490440 ENSPREG00000016990
## 18164 0.004837510 0.000000001 0.007185080 0.107232980 ENSPREG00000016990
## 18165 0.000259760 0.000000001 0.654360720 0.014966890 ENSPREG00000016990
## 18166 0.000009490 0.000000001 0.131488020 0.009381630 ENSPREG00000016990
## 18167 0.000085740 0.000000001 0.163034280 0.053046420 ENSPREG00000016990
## 18168 0.000000230 0.000000001 0.499099340 0.665793990 ENSPREG00000016990
## 18169 0.000849760 0.000000001 0.130566420 0.586870870 ENSPREG00000016990
## 18170 0.010373980 0.000000001 0.011657040 0.001732730 ENSPREG00000016990
## 18171 0.000009170 0.000000001 0.305977730 0.073939150 ENSPREG00000016990
## 18172 0.124104250 0.000000050 0.208532850 0.062017590 ENSPREG00000016990
## 18173 0.192069910 0.000000030 0.254107570 0.290307740 ENSPREG00000016990
## 18174 0.319630240 0.000000040 0.381742890 0.377062380 ENSPREG00000016990
## 18175 0.029873820 0.000000030 0.748300690 0.096587850 ENSPREG00000016990
## 18176 0.003743940 0.000000001 0.797272550 0.862379760 ENSPREG00000016990
## 18177 0.002286050 0.000000001 0.340087740 0.593221800 ENSPREG00000016990
## 18178 0.000123190 0.000000001 0.977985140 0.864669870 ENSPREG00000016990
## 18179 0.000928190 0.000000010 0.924565560 0.684578900 ENSPREG00000016990
## 18180 0.000079210 0.000000001 0.045340440 0.008907720 ENSPREG00000016990
## 18181 0.000004150 0.000000001 0.342384910 0.858328710 ENSPREG00000016990
## 18182 0.004619250 0.000000001 0.122807350 0.005340750 ENSPREG00000016990
## 18183 0.000831250 0.000000040 0.022631330 0.001745140 ENSPREG00000016990
## 18184 0.000262290 0.000000001 0.168386200 0.063892350 ENSPREG00000016990
## 18185 0.000000920 0.000000001 0.049853380 0.111034840 ENSPREG00000016990
## 18186 0.000000280 0.000000001 0.155485770 0.010990570 ENSPREG00000016990
## 18187 0.004550060 0.000000001 0.304497440 0.145477020 ENSPREG00000016990
## 18188 0.013653070 0.000000001 0.230504030 0.017391670 ENSPREG00000016990
## 18189 0.000205670 0.000000001 0.281747850 0.456010490 ENSPREG00000016990
## 18190 0.000056190 0.000000001 0.016048780 0.003607300 ENSPREG00000016990
## 18277 0.000021650 0.000000060 0.178350010 0.318503980 ENSPREG00000005385
## 18282 0.002433790 0.000000090 0.000197410 0.217929370 ENSPREG00000008811
## 18283 0.000013260 0.000000110 0.116206960 0.191195570 ENSPREG00000008811
## 18284 0.000000560 0.000000110 0.790715290 0.833170590 ENSPREG00000008811
## 18285 0.000016060 0.000000040 0.014395040 0.583163520 ENSPREG00000008811
## 18286 0.000000560 0.000000001 0.002714590 0.837276580 ENSPREG00000008811
## 18287 0.000007310 0.000000001 0.000099820 0.015594450 ENSPREG00000008811
## 18288 0.000000190 0.000000110 0.000085790 0.001013300 ENSPREG00000008811
## 18289 0.000704420 0.000000010 0.000993170 0.362822090 ENSPREG00000008811
## 18290 0.001026610 0.000000080 0.001239540 0.588954320 ENSPREG00000008811
## 18291 0.000075490 0.000000030 0.038018570 0.026174500 ENSPREG00000008811
## 18292 0.000193860 0.000000110 0.016897440 0.012361280 ENSPREG00000008811
## 18293 0.029202810 0.000000020 0.000001260 0.019061330 ENSPREG00000008811
## 18294 0.021862710 0.000000130 0.000286400 0.087768200 ENSPREG00000008811
## 18298 0.000068290 0.000000020 0.000000290 0.002155600 ENSPREG00000008811
## 18299 0.000015000 0.000000001 0.039804780 0.010398860 ENSPREG00000008811
## 18300 0.000033160 0.000000001 0.033196250 0.002961590 ENSPREG00000008811
## 18760 0.012565050 0.000000070 0.855153620 0.000033480 ENSPREG00000021468
## 18858 0.017259800 0.000000050 0.001121550 0.000000001 ENSPREG00000009673
## 18865 0.874825610 0.000000001 0.000001310 0.000000010 ENSPREG00000009673
## 18866 0.756762320 0.000000001 0.000002340 0.000000001 ENSPREG00000009673
## 18867 0.434360990 0.000000060 0.000003110 0.000001550 ENSPREG00000009673
## 18868 0.240155360 0.000000001 0.000000190 0.000000170 ENSPREG00000009673
## 18869 0.852448700 0.000000001 0.003844720 0.000002380 ENSPREG00000009673
## 19577 0.048849200 0.000000080 0.306921790 0.027206110 ENSPREG00000019160
## 19582 0.007864020 0.000000020 0.047459060 0.032010340 ENSPREG00000001917
## 19583 0.000932140 0.000000240 0.102270830 0.382621760 ENSPREG00000001917
## 19587 0.000002640 0.000000010 0.142482140 0.099432640 ENSPREG00000002035
## 19588 0.016126210 0.000000040 0.091105670 0.052441320 ENSPREG00000002035
## 19589 0.000014440 0.000000040 0.425446740 0.004454040 ENSPREG00000002035
## 19711 0.001031960 0.000000060 0.000083850 0.001212930 ENSPREG00000000900
## 19756 0.000590690 0.000000001 0.010303970 0.104924050 ENSPREG00000010040
## 19757 0.000647690 0.000000001 0.005429190 0.990254030 ENSPREG00000010040
## 19758 0.025442940 0.000000010 0.019137490 0.422004500 ENSPREG00000010040
## 19759 0.014751580 0.000000020 0.012289680 0.433358810 ENSPREG00000010040
## 19760 0.000002070 0.000000030 0.113778510 0.634723090 ENSPREG00000010040
## 19761 0.000645530 0.000000140 0.108440510 0.748972660 ENSPREG00000010040
## 19921 0.097703410 0.000000010 0.007751450 0.001425820 ENSPREG00000009779
## 19959 0.198932040 0.000000001 0.459177270 0.714105160 ENSPREG00000011504
## 20049 0.092518960 0.000000090 0.162147810 0.028835750 ENSPREG00000018185
## 20359 0.378813030 0.000000140 0.000277590 0.033627750 ENSPREG00000018674
## 20386 0.000000220 0.000000030 0.381670570 0.265333520 ENSPREG00000012527
## 20387 0.000008480 0.000000120 0.098629000 0.459470720 ENSPREG00000012527
## 20389 0.000042380 0.000000140 0.628389920 0.679822490 ENSPREG00000012946
## 20390 0.000076400 0.000000150 0.931058120 0.849722480 ENSPREG00000012946
## 20902 0.024341730 0.000000020 0.284202550 0.523410220 ENSPREG00000002499
## 20903 0.000849460 0.000000060 0.314367660 0.866681810 ENSPREG00000002499
## 20904 0.000167080 0.000000050 0.770332460 0.549720380 ENSPREG00000002499
## 20905 0.001026160 0.000000050 0.804909980 0.022483470 ENSPREG00000002499
## 20906 0.000069710 0.000000120 0.152795080 0.190912240 ENSPREG00000002499
## 20907 0.061875680 0.000000001 0.933937150 0.980574810 ENSPREG00000002499
## 20908 0.096938790 0.000000020 0.450821630 0.590933910 ENSPREG00000002499
## 20909 0.216398300 0.000000030 0.962862820 0.386813380 ENSPREG00000002499
## 20910 0.008483180 0.000000001 0.497125870 0.834236630 ENSPREG00000002499
## 20911 0.002922950 0.000000070 0.619488460 0.738503610 ENSPREG00000002499
## 20912 0.018335830 0.000000001 0.638568580 0.430353940 ENSPREG00000002499
## 20913 0.000018320 0.000000001 0.164135790 0.871573480 ENSPREG00000002499
## 20914 0.000099190 0.000000001 0.541768510 0.752049040 ENSPREG00000002499
## 20915 0.000791390 0.000000001 0.594761640 0.026283180 ENSPREG00000002499
## 20916 0.021373770 0.000000050 0.984856870 0.961805570 ENSPREG00000002499
## 20917 0.001367070 0.000000060 0.276142760 0.716574290 ENSPREG00000002499
## 20918 0.000610180 0.000000140 0.039259870 0.328999950 ENSPREG00000002499
## 20919 0.000066190 0.000000001 0.635132750 0.695257950 ENSPREG00000002499
## 20920 0.005071310 0.000000001 0.001842330 0.631145550 ENSPREG00000002499
## 20921 0.000019360 0.000000050 0.714498670 0.759823420 ENSPREG00000002499
## 20922 0.000008270 0.000000030 0.916173990 0.815771560 ENSPREG00000002499
## 20923 0.002397000 0.000000080 0.423928680 0.573034040 ENSPREG00000002499
## 20924 0.016423350 0.000000130 0.625148840 0.265406160 ENSPREG00000002499
## 20925 0.006857720 0.000000020 0.347014030 0.065882890 ENSPREG00000002499
## 20926 0.000404990 0.000000001 0.548517230 0.100389340 ENSPREG00000002499
## 20927 0.000616660 0.000000001 0.998561020 0.269762780 ENSPREG00000002499
## 20928 0.002691500 0.000000030 0.966127440 0.200829850 ENSPREG00000002499
## 20929 0.005301660 0.000000020 0.676499350 0.683668110 ENSPREG00000002499
## 20930 0.000178200 0.000000001 0.214645070 0.820475130 ENSPREG00000002499
## 20931 0.005015220 0.000000020 0.479472460 0.152923630 ENSPREG00000002499
## 20932 0.000002650 0.000000001 0.288665450 0.267437780 ENSPREG00000002499
## 20933 0.000000940 0.000000001 0.040903160 0.116480880 ENSPREG00000002499
## 20934 0.001039080 0.000000010 0.328830720 0.797106210 ENSPREG00000002499
## 20935 0.000619270 0.000000001 0.157771770 0.156861000 ENSPREG00000002499
## 20936 0.000158130 0.000000001 0.613565980 0.052835690 ENSPREG00000002499
## 20937 0.009508260 0.000000050 0.263497640 0.675965720 ENSPREG00000002499
## 20938 0.000063480 0.000000150 0.136640520 0.289575660 ENSPREG00000002499
## 20939 0.000751430 0.000000001 0.317851140 0.822427760 ENSPREG00000002499
## 20940 0.000031100 0.000000040 0.157865960 0.838212110 ENSPREG00000002499
## 20941 0.000090100 0.000000140 0.134999040 0.946964860 ENSPREG00000002499
## 20942 0.002718650 0.000000001 0.382348320 0.713661630 ENSPREG00000002499
## 20943 0.000690330 0.000000020 0.938769780 0.241530450 ENSPREG00000002499
## 20944 0.110935910 0.000000050 0.292289070 0.938398110 ENSPREG00000002499
## 20945 0.110661530 0.000000010 0.174811270 0.966235600 ENSPREG00000002499
## 20946 0.004351790 0.000000070 0.672695420 0.044070840 ENSPREG00000002499
## 20947 0.000902180 0.000000001 0.573725360 0.001654110 ENSPREG00000002499
## 20948 0.050855080 0.000000001 0.803109310 0.713608920 ENSPREG00000002499
## 20949 0.007869250 0.000000050 0.206564670 0.401909770 ENSPREG00000002499
## 20950 0.002590440 0.000000001 0.311490710 0.920230440 ENSPREG00000002499
## 20951 0.000001790 0.000000010 0.380878720 0.694312910 ENSPREG00000002499
## 20952 0.002304530 0.000000040 0.027212750 0.613013240 ENSPREG00000002499
## 20953 0.000643660 0.000000001 0.072679160 0.559302770 ENSPREG00000002499
## 20954 0.000000420 0.000000001 0.575533410 0.302489700 ENSPREG00000002499
## 20955 0.000018610 0.000000080 0.021101610 0.811035630 ENSPREG00000002499
## 20956 0.002053080 0.000000080 0.128739520 0.992345300 ENSPREG00000002499
## 20957 0.000450480 0.000000070 0.938173560 0.530081850 ENSPREG00000002499
## 20958 0.000007350 0.000000001 0.172749530 0.094618460 ENSPREG00000002499
## 20959 0.013701450 0.000000030 0.224254040 0.763207160 ENSPREG00000002499
## 20960 0.006933700 0.000000140 0.520962290 0.789517580 ENSPREG00000002499
## 20961 0.242574080 0.000000110 0.029965260 0.619269780 ENSPREG00000002499
## 20962 0.117399740 0.000000001 0.382664400 0.123516470 ENSPREG00000002499
## 20963 0.062884960 0.000000110 0.343924830 0.267243140 ENSPREG00000002499
## 20964 0.952174850 0.000000001 0.605066400 0.042343840 ENSPREG00000002499
## 20965 0.005237060 0.000000040 0.381179400 0.052873680 ENSPREG00000002499
## 20966 0.000436140 0.000000001 0.303527370 0.070607090 ENSPREG00000002499
## 20967 0.000696400 0.000000001 0.392249730 0.052484970 ENSPREG00000002499
## 20968 0.000283630 0.000000001 0.961248590 0.505608110 ENSPREG00000002499
## 20969 0.001299750 0.000000130 0.922502810 0.687407970 ENSPREG00000002499
## 20970 0.017337640 0.000000040 0.528367180 0.360634470 ENSPREG00000002499
## 20971 0.059291770 0.000000140 0.072132370 0.820051700 ENSPREG00000002499
## 20972 0.000100550 0.000000140 0.099287100 0.800999060 ENSPREG00000002499
## 20973 0.067894110 0.000000020 0.364503170 0.746348750 ENSPREG00000002499
## 20974 0.009758240 0.000000001 0.711756800 0.681565710 ENSPREG00000002499
## 20975 0.054357460 0.000000050 0.981504260 0.732772280 ENSPREG00000002499
## 20976 0.006588850 0.000000001 0.638591410 0.581195480 ENSPREG00000002499
## 20977 0.000601270 0.000000001 0.293291600 0.108070000 ENSPREG00000002499
## 21491 0.000004140 0.000000010 0.000242170 0.291020760 ENSPREG00000010000
## 21504 0.000039670 0.000000040 0.000757020 0.000007550 ENSPREG00000010182
## 21505 0.000091360 0.000000001 0.000003230 0.046345470 ENSPREG00000010182
## 21506 0.000016590 0.000000010 0.005876260 0.003138920 ENSPREG00000010182
## 21557 0.000167790 0.000000050 0.686671560 0.055268940 ENSPREG00000007900
## 21558 0.000043100 0.000000130 0.160118550 0.002895290 ENSPREG00000007900
## 21559 0.000119770 0.000000010 0.106787240 0.003281960 ENSPREG00000007900
## 21560 0.004942840 0.000000030 0.074964340 0.003692290 ENSPREG00000007900
## 21561 0.000002870 0.000000001 0.009062100 0.000000670 ENSPREG00000007900
## 21562 0.000000770 0.000000001 0.019351550 0.000001160 ENSPREG00000007900
## 21731 0.020212830 0.000000080 0.019170880 0.287314580 ENSPREG00000002366
## 21733 0.118444300 0.000000030 0.000391830 0.633716920 ENSPREG00000002366
## 22077 0.000215440 0.000000010 0.858519030 0.441023840 ENSPREG00000004332
## 22078 0.388208920 0.000000060 0.000000190 0.321016590 ENSPREG00000004332
## 22079 0.000245800 0.000000030 0.032119080 0.585500580 ENSPREG00000004332
## 22080 0.000008170 0.000000020 0.304255350 0.495450320 ENSPREG00000004332
## 22081 0.000000670 0.000000001 0.002654560 0.517974410 ENSPREG00000004332
## 22082 0.001953140 0.000000150 0.003216240 0.057433760 ENSPREG00000004332
## 22083 0.000015760 0.000000001 0.062933150 0.314445500 ENSPREG00000004332
## 22084 0.011279350 0.000000070 0.669318270 0.009519390 ENSPREG00000004332
## 22085 0.001128800 0.000000001 0.716607030 0.158740110 ENSPREG00000004332
## 22086 0.002926260 0.000000010 0.236216620 0.326153410 ENSPREG00000004332
## 22087 0.000065140 0.000000090 0.014302200 0.497426910 ENSPREG00000004332
## 22088 0.000224940 0.000000150 0.131602630 0.042917500 ENSPREG00000004332
## 22089 0.000189590 0.000000010 0.766039530 0.163080160 ENSPREG00000004332
## 22090 0.000081080 0.000000040 0.967738330 0.237716590 ENSPREG00000004332
## 22091 0.000154380 0.000000110 0.810813890 0.223555260 ENSPREG00000004332
## 22092 0.000010400 0.000000010 0.015810000 0.554234840 ENSPREG00000004332
## 22093 0.000126310 0.000000010 0.006888300 0.289603570 ENSPREG00000004332
## 22094 0.000068420 0.000000050 0.168535840 0.447003660 ENSPREG00000004332
## 22095 0.000007900 0.000000140 0.526840260 0.124677720 ENSPREG00000004332
## 22096 0.001599800 0.000000001 0.028587220 0.902541220 ENSPREG00000004332
## 22097 0.983450110 0.000000080 0.232764220 0.627363030 ENSPREG00000004332
## 22098 0.000069950 0.000000020 0.037258240 0.251166340 ENSPREG00000004332
## 22099 0.000034020 0.000000130 0.038600060 0.025359040 ENSPREG00000004332
## 22100 0.000348470 0.000000110 0.073071240 0.005192960 ENSPREG00000004332
## 22101 0.000005470 0.000000130 0.000180180 0.171118140 ENSPREG00000004332
## 22102 0.462451720 0.000000020 0.006415110 0.302962440 ENSPREG00000004332
## 22103 0.659839410 0.000000090 0.003029280 0.607043720 ENSPREG00000004332
## 22104 0.000064300 0.000000001 0.006104660 0.857176340 ENSPREG00000004332
## 22105 0.000022010 0.000000001 0.007141740 0.724967190 ENSPREG00000004332
## 22106 0.000014630 0.000000001 0.083341220 0.419955650 ENSPREG00000004332
## 22107 0.000231030 0.000000001 0.057009600 0.026144210 ENSPREG00000004332
## 22108 0.000125640 0.000000010 0.076025480 0.024254680 ENSPREG00000004332
## 22109 0.280598600 0.000000020 0.071120330 0.444990180 ENSPREG00000004332
## 22110 0.797871320 0.000000020 0.000591330 0.750817220 ENSPREG00000004332
## 22111 0.586759390 0.000000070 0.000375300 0.481756720 ENSPREG00000004332
## 22112 0.802206860 0.000000020 0.000006630 0.986672010 ENSPREG00000004332
## 22113 0.465805200 0.000000040 0.000011940 0.158522230 ENSPREG00000004332
## 22114 0.497570620 0.000000001 0.000567680 0.474472690 ENSPREG00000004332
## 22115 0.360297430 0.000000080 0.000401560 0.744500350 ENSPREG00000004332
## 22116 0.000034170 0.000000060 0.049222620 0.835608680 ENSPREG00000004332
## 22117 0.000020380 0.000000001 0.016251140 0.986404720 ENSPREG00000004332
## 22248 0.000092560 0.000000030 0.694063100 0.175483900 ENSPREG00000006590
## 22249 0.000050240 0.000000010 0.259729210 0.477738800 ENSPREG00000006590
## 22250 0.054982250 0.000000120 0.000001810 0.606369480 ENSPREG00000006590
## 22251 0.002172680 0.000000080 0.870234510 0.793388490 ENSPREG00000006590
## 22252 0.002053560 0.000000060 0.773406630 0.011575100 ENSPREG00000006590
## 22254 0.001479790 0.000000030 0.502155950 0.011009160 ENSPREG00000006590
## 22255 0.000634830 0.000000140 0.854597530 0.067534570 ENSPREG00000006590
## 22256 0.000060970 0.000000020 0.967647060 0.843552880 ENSPREG00000006590
## 22257 0.000490950 0.000000010 0.227773590 0.650715630 ENSPREG00000006590
## 22258 0.000000600 0.000000001 0.435402060 0.124570230 ENSPREG00000006590
## 22259 0.002902590 0.000000090 0.210876930 0.299398940 ENSPREG00000006590
## 22260 0.000686050 0.000000090 0.449819580 0.893822720 ENSPREG00000006590
## 22261 0.000003430 0.000000001 0.371844580 0.430085440 ENSPREG00000006590
## 22262 0.000173400 0.000000080 0.004657620 0.972337930 ENSPREG00000006590
## 22263 0.001358570 0.000000040 0.414490480 0.042299840 ENSPREG00000006590
## 22264 0.015431110 0.000000110 0.213467790 0.033644450 ENSPREG00000006590
## 22265 0.000224910 0.000000010 0.010551320 0.646305740 ENSPREG00000006590
## 22266 0.003258610 0.000000120 1.000000000 0.794408190 ENSPREG00000006590
## 22267 0.000017520 0.000000001 0.064446690 0.366520060 ENSPREG00000006590
## 22268 0.001411360 0.000000010 0.313704530 0.839714970 ENSPREG00000006590
## 22269 0.068783190 0.000000150 0.948623660 0.626541720 ENSPREG00000006590
## 22270 0.021583190 0.000000001 0.787843820 0.788450520 ENSPREG00000006590
## 22271 0.008736680 0.000000001 0.976320650 0.353650270 ENSPREG00000006590
## 22534 0.039813960 0.000000120 0.385985490 0.164710160 ENSPREG00000010484
## 22535 0.003834330 0.000000010 0.591317340 0.048728590 ENSPREG00000010484
## 22786 0.222759240 0.000000040 0.954202930 0.000739860 ENSPREG00000012987
## 22872 0.027720080 0.000000070 0.561135650 0.000000040 ENSPREG00000019084
## 22873 0.636874980 0.000000010 0.961664040 0.000000100 ENSPREG00000019084
## 22941 0.059100810 0.000000030 0.498907930 0.000025940 ENSPREG00000021264
## 22994 0.000108430 0.000000060 0.126125100 0.568997700 ENSPREG00000008269
## 23090 0.040310460 0.000000020 0.822287640 0.146937710 ENSPREG00000012582
## 23547 0.001380330 0.000000010 0.020542410 0.295651680 ENSPREG00000014358
## 23548 0.000070810 0.000000110 0.501712660 0.235880580 ENSPREG00000014358
## 23549 0.004814900 0.000000050 0.000931240 0.252454840 ENSPREG00000014358
## 23550 0.000283510 0.000000030 0.000000510 0.111067980 ENSPREG00000014358
## 23551 0.000475710 0.000000110 0.275400110 0.125081990 ENSPREG00000014358
## 23552 0.017148730 0.000000001 0.000362810 0.061568250 ENSPREG00000014358
## 23553 0.026381530 0.000000001 0.000732980 0.057968220 ENSPREG00000014358
## 23554 0.001186080 0.000000001 0.000579960 0.031653960 ENSPREG00000014358
## 23555 0.002842440 0.000000040 0.048307040 0.737704410 ENSPREG00000014358
## 23556 0.002050950 0.000000001 0.123304920 0.705726980 ENSPREG00000014358
## 23558 0.001177970 0.000000010 0.102501920 0.434603130 ENSPREG00000014358
## 23559 0.004010620 0.000000100 0.002511120 0.165793470 ENSPREG00000014358
## 23560 0.029153900 0.000000030 0.001499670 0.271224480 ENSPREG00000014358
## 23561 0.000122810 0.000000010 0.000149300 0.183305140 ENSPREG00000014358
## 23562 0.012395640 0.000000110 0.000007500 0.061498930 ENSPREG00000014358
## 23563 0.010641860 0.000000020 0.000002240 0.038902280 ENSPREG00000014358
## 23564 0.017564420 0.000000020 0.000000980 0.021542620 ENSPREG00000014358
## 23565 0.152642160 0.000000140 0.000026590 0.051800920 ENSPREG00000014358
## 23566 0.150451040 0.000000080 0.000077220 0.102207710 ENSPREG00000014358
## 23567 0.009092620 0.000000040 0.001608220 0.026564340 ENSPREG00000014358
## 23568 0.153193110 0.000000020 0.000000650 0.021612200 ENSPREG00000014358
## 23569 0.029682730 0.000000020 0.000000840 0.095145630 ENSPREG00000014358
## 23570 0.000002560 0.000000001 0.001862560 0.462314090 ENSPREG00000014358
## 23571 0.004756510 0.000000030 0.000095500 0.753041560 ENSPREG00000014358
## 23572 0.007111830 0.000000040 0.009106760 0.069177070 ENSPREG00000014358
## 23961 0.819932820 0.000000070 0.816953630 0.772640720 ENSPREG00000009180
## 23962 0.537511460 0.000000140 0.566882860 0.715727920 ENSPREG00000009180
## 24010 0.219293810 0.000000001 0.717445790 0.175138530 ENSPREG00000009749
## 24011 0.203966690 0.000000001 0.869783420 0.149772760 ENSPREG00000009749
## 24012 0.947154320 0.000000030 0.026925770 0.750957360 ENSPREG00000009749
## 24013 0.355236900 0.000000010 0.057113140 0.096298380 ENSPREG00000009749
## 24014 0.909170000 0.000000040 0.716111010 0.300074280 ENSPREG00000009749
## 24251 0.001547520 0.000000090 0.001274100 0.362706620 ENSPREG00000022534
## 24309 0.000300730 0.000000001 0.841183600 0.022363260 ENSPREG00000017857
## 24310 0.024905480 0.000000030 0.004697770 0.000000090 ENSPREG00000017857
## 24445 0.001230320 0.000000070 0.078007040 0.208142910 ENSPREG00000014625
## 24446 0.000085420 0.000000010 0.047360240 0.590587140 ENSPREG00000014625
## 24447 0.000397780 0.000000100 0.700744560 0.299258170 ENSPREG00000014625
## 24448 0.001816310 0.000000010 0.065791680 0.328269520 ENSPREG00000014625
## 24449 0.025423260 0.000000100 0.001331060 0.001051880 ENSPREG00000014625
## 24450 0.000805950 0.000000170 0.025581270 0.005237740 ENSPREG00000014625
## 24475 0.801849800 0.000000040 0.114298370 0.196793810 ENSPREG00000021266
## 24512 0.000005270 0.000000140 0.000775130 0.000029750 ENSPREG00000009789
## 24793 0.449832000 0.000000130 0.283763220 0.000002530 ENSPREG00000016408
## 24794 0.009351290 0.000000040 0.799999210 0.005311230 ENSPREG00000016408
## 24869 0.077137860 0.000000060 0.451324890 0.000080260 ENSPREG00000021117
## 24870 0.091735880 0.000000090 0.480049860 0.000103750 ENSPREG00000021117
## 24871 0.186793070 0.000000001 0.706241950 0.017720990 ENSPREG00000021117
## 24872 0.000051680 0.000000030 0.837930290 0.000084290 ENSPREG00000021117
## 24873 0.007790160 0.000000190 0.842413470 0.009531490 ENSPREG00000021117
## 24874 0.001406740 0.000000020 0.936089880 0.000195150 ENSPREG00000021117
## 24875 0.001549560 0.000000190 0.841642330 0.000430120 ENSPREG00000021117
## 24876 0.003731450 0.000000010 0.010929230 0.030222130 ENSPREG00000021117
## 24877 0.002631180 0.000000130 0.947248820 0.040657140 ENSPREG00000021117
## 24878 0.002541510 0.000000050 0.843639320 0.036627550 ENSPREG00000021117
## 24879 0.000853770 0.000000030 0.041201090 0.024808010 ENSPREG00000021117
## 24880 0.000526900 0.000000060 0.016764570 0.037338090 ENSPREG00000021117
## 24881 0.001093590 0.000000160 0.478124450 0.021969840 ENSPREG00000021117
## 24882 0.001387580 0.000000130 0.565522450 0.000206480 ENSPREG00000021117
## 24909 0.005641830 0.000000050 0.189553110 0.696169470 ENSPREG00000003084
## 24910 0.000278510 0.000000001 0.303599910 0.774145830 ENSPREG00000003084
## 24911 0.000074280 0.000000030 0.332572150 0.370468010 ENSPREG00000003084
## 24912 0.000187880 0.000000001 0.329427530 0.330418530 ENSPREG00000003084
## 24913 0.000547610 0.000000010 0.237858390 0.607943030 ENSPREG00000003084
## 24914 0.000804300 0.000000010 0.193850360 0.347058330 ENSPREG00000003084
## 24915 0.000252240 0.000000001 0.027345350 0.193677760 ENSPREG00000003084
## 24916 0.000896010 0.000000001 0.031206650 0.419195400 ENSPREG00000003084
## 24917 0.003991950 0.000000001 0.000066170 0.798448310 ENSPREG00000003084
## 24918 0.047874220 0.000000001 0.000399560 0.165899940 ENSPREG00000003084
## 24919 0.017901940 0.000000001 0.000867680 0.148439120 ENSPREG00000003084
## 24920 0.000024610 0.000000130 0.794754580 0.080388440 ENSPREG00000003084
## 24921 0.000061870 0.000000020 0.674672150 0.636713550 ENSPREG00000003084
## 24922 0.000448190 0.000000020 0.402778860 0.143766700 ENSPREG00000003084
## 24923 0.007666190 0.000000001 0.554760620 0.030769340 ENSPREG00000003084
## 24924 0.007048760 0.000000001 0.147872060 0.016795960 ENSPREG00000003084
## 24925 0.320858690 0.000000010 0.228580350 0.211807460 ENSPREG00000003084
## 24926 0.504308420 0.000000001 0.070111930 0.052965530 ENSPREG00000003084
## 24927 0.112942320 0.000000001 0.228752970 0.079934070 ENSPREG00000003084
## 24928 0.161799100 0.000000001 0.119098180 0.105233760 ENSPREG00000003084
## 24929 0.086931060 0.000000050 0.244945370 0.859213600 ENSPREG00000003084
## 24930 0.000008520 0.000000100 0.339004860 0.953174920 ENSPREG00000003250
## 24931 0.000105150 0.000000010 0.223462720 0.981837250 ENSPREG00000003250
## 24982 0.000000440 0.000000070 0.797491870 0.500309030 ENSPREG00000004341
## 25004 0.000050950 0.000000110 0.288309960 0.851506940 ENSPREG00000011860
## 25005 0.000008380 0.000000080 0.238863060 0.001125590 ENSPREG00000011860
## 25006 0.000443180 0.000000110 0.711033820 0.601334620 ENSPREG00000011860
## 25007 0.000000270 0.000000080 0.089820430 0.209697560 ENSPREG00000011860
## 25185 0.000003750 0.000000040 0.001013240 0.405725730 ENSPREG00000018480
## 25186 0.000001180 0.000000160 0.305543010 0.088937480 ENSPREG00000018480
## 25187 0.000001320 0.000000010 0.565612010 0.143123910 ENSPREG00000018480
## 25188 0.000004830 0.000000001 0.000013450 0.004835160 ENSPREG00000018480
## 25189 0.000000730 0.000000150 0.000406580 0.019683240 ENSPREG00000018480
## 25318 0.000430990 0.000000010 0.004283090 0.018898630 ENSPREG00000006572
## 25319 0.000822220 0.000000040 0.006304370 0.089296550 ENSPREG00000006572
## 25494 0.004150040 0.000000020 0.000427520 0.003114290 ENSPREG00000001070
## 25495 0.022906610 0.000000010 0.049511220 0.043665740 ENSPREG00000001070
## 25496 0.007598490 0.000000001 0.080446890 0.142351200 ENSPREG00000001070
## 25497 0.000207350 0.000000020 0.001673640 0.198086480 ENSPREG00000001070
## 25575 0.000371980 0.000000100 0.330360800 0.414022570 ENSPREG00000017070
## 25578 0.000092730 0.000000160 0.053582550 0.640970180 ENSPREG00000020137
## 25711 0.000006820 0.000000001 0.000624430 0.008125790 ENSPREG00000008053
## 25712 0.004077230 0.000000070 0.000031100 0.003657970 ENSPREG00000008053
## 25713 0.002609770 0.000000020 0.000252580 0.024096040 ENSPREG00000008053
## 25714 0.004215410 0.000000020 0.000185500 0.026548200 ENSPREG00000008053
## 25715 0.000003490 0.000000030 0.002037800 0.217395310 ENSPREG00000008053
## 25716 0.000001880 0.000000010 0.003088380 0.256374930 ENSPREG00000008053
## 25717 0.000178670 0.000000060 0.030287860 0.227095700 ENSPREG00000008053
## 25718 0.000290350 0.000000040 0.002516380 0.021791180 ENSPREG00000008053
## 25719 0.002980670 0.000000030 0.467174150 0.210964200 ENSPREG00000008053
## 25720 0.000102240 0.000000001 0.022217490 0.048014220 ENSPREG00000008053
## 25721 0.000173440 0.000000001 0.026616770 0.041263750 ENSPREG00000008053
## 25722 0.000206240 0.000000080 0.248025860 0.910305850 ENSPREG00000008053
## 25723 0.000153320 0.000000020 0.040866020 0.017209580 ENSPREG00000008053
## 25724 0.137813480 0.000000040 0.089969820 0.017828420 ENSPREG00000008053
## 25725 0.000003220 0.000000001 0.000135180 0.001884140 ENSPREG00000008053
## 25726 0.099091880 0.000000010 0.001685560 0.011847490 ENSPREG00000008053
## 25727 0.000437750 0.000000010 0.001721880 0.014112590 ENSPREG00000008053
## 25728 0.000819980 0.000000001 0.002157450 0.024075280 ENSPREG00000008053
## 25729 0.000596490 0.000000001 0.009988880 0.269901230 ENSPREG00000008053
## 25730 0.000116460 0.000000030 0.000570100 0.022984160 ENSPREG00000008053
## 25731 0.000002210 0.000000020 0.000021020 0.001213580 ENSPREG00000008053
## 25732 0.000006700 0.000000001 0.000521720 0.000534620 ENSPREG00000008053
## 25733 0.000014170 0.000000001 0.000118030 0.000133110 ENSPREG00000008053
## 25734 0.000027200 0.000000010 0.000205150 0.000095890 ENSPREG00000008053
## 25735 0.010273350 0.000000120 0.002982590 0.007269520 ENSPREG00000008053
## 25736 0.000326090 0.000000001 0.000600410 0.000638410 ENSPREG00000008053
## 25737 0.000064530 0.000000001 0.000270800 0.000181700 ENSPREG00000008053
## 25738 0.000839440 0.000000001 0.000071820 0.002027930 ENSPREG00000008053
## 25739 0.000248010 0.000000060 0.536934980 0.018236800 ENSPREG00000008053
## 25740 0.000142790 0.000000020 0.259727970 0.003379570 ENSPREG00000008053
## 25741 0.000002500 0.000000020 0.010712440 0.030868220 ENSPREG00000008053
## 25742 0.000077890 0.000000070 0.005731530 0.001798290 ENSPREG00000008053
## 25743 0.000016600 0.000000001 0.000011060 0.000041910 ENSPREG00000008053
## 25744 0.000633360 0.000000030 0.005264860 0.223574810 ENSPREG00000008053
## 25745 0.000877770 0.000000001 0.071944320 0.582174100 ENSPREG00000008053
## 25746 0.000000210 0.000000001 0.001559830 0.017092000 ENSPREG00000008053
## 25747 0.001067030 0.000000001 0.674379220 0.262145560 ENSPREG00000008053
## 25748 0.035780210 0.000000001 0.007224580 0.147585540 ENSPREG00000008053
## 25749 0.045620570 0.000000100 0.000416110 0.000372710 ENSPREG00000008053
## 25750 0.081482680 0.000000001 0.000001320 0.000074060 ENSPREG00000008053
## 25751 0.141136570 0.000000040 0.001680480 0.191491710 ENSPREG00000008053
## 25752 0.000001370 0.000000050 0.074316890 0.055483510 ENSPREG00000008053
## 25753 0.000000370 0.000000001 0.001041260 0.066124470 ENSPREG00000008053
## 25754 0.053460330 0.000000130 0.031367550 0.024037410 ENSPREG00000008053
## 25755 0.000173880 0.000000001 0.000010760 0.000841310 ENSPREG00000008053
## 25756 0.182554190 0.000000001 0.000750460 0.000416920 ENSPREG00000008053
## 25757 0.021055940 0.000000001 0.000854610 0.000672310 ENSPREG00000008053
## 25758 0.029880110 0.000000001 0.000060570 0.000018930 ENSPREG00000008053
## 25759 0.024012720 0.000000001 0.000072850 0.000046340 ENSPREG00000008053
## 25760 0.022783080 0.000000001 0.031103050 0.132565530 ENSPREG00000008053
## 25761 0.022067380 0.000000010 0.012249150 0.018921970 ENSPREG00000008053
## 25762 0.007376590 0.000000001 0.000921460 0.000139580 ENSPREG00000008053
## 25763 0.000000840 0.000000001 0.000131570 0.014313740 ENSPREG00000008053
## 25764 0.010474450 0.000000010 0.000045170 0.000002690 ENSPREG00000008053
## 25765 0.000809270 0.000000001 0.000184670 0.000000200 ENSPREG00000008053
## 26121 0.012319600 0.000000010 0.088340750 0.227539400 ENSPREG00000019012
## 26122 0.025028850 0.000000020 0.146581380 0.123079530 ENSPREG00000019012
## 26123 0.002597370 0.000000110 0.068222200 0.261468070 ENSPREG00000019012
## 26124 0.073537330 0.000000010 0.005743720 0.043424540 ENSPREG00000019012
## 26125 0.002829530 0.000000120 0.874816230 0.350268670 ENSPREG00000019012
## 26126 0.003851450 0.000000060 0.075905680 0.406931420 ENSPREG00000019012
## 26127 0.000145060 0.000000160 0.450697540 0.692616860 ENSPREG00000019012
## 26128 0.000147720 0.000000050 0.037851370 0.114134590 ENSPREG00000019012
## 26129 0.000098460 0.000000030 0.015484430 0.192054980 ENSPREG00000019012
## 26130 0.003103120 0.000000090 0.063995180 0.066366320 ENSPREG00000019012
## 26131 0.004023490 0.000000020 0.489300930 0.767836900 ENSPREG00000019012
## 26132 0.022665970 0.000000060 0.818906450 0.275348030 ENSPREG00000019012
## 26133 0.009397950 0.000000050 0.487127180 0.284492950 ENSPREG00000019012
## 26134 0.000235520 0.000000030 0.262980820 0.289065240 ENSPREG00000019012
## 26135 0.000118340 0.000000001 0.498939120 0.455067780 ENSPREG00000019012
## 26136 0.000106230 0.000000040 0.159217480 0.148918700 ENSPREG00000019012
## 26137 0.028568750 0.000000070 0.856017740 0.575421920 ENSPREG00000019012
## 26138 0.037390160 0.000000050 0.410989340 0.449591020 ENSPREG00000019012
## 26139 0.003919110 0.000000010 0.975287570 0.853830390 ENSPREG00000019012
## 26140 0.001863300 0.000000060 0.245477350 0.321293970 ENSPREG00000019012
## 26141 0.002180580 0.000000001 0.413586030 0.223597670 ENSPREG00000019012
## 26142 0.012072530 0.000000050 0.487800550 0.624138320 ENSPREG00000019012
## 26143 0.000617570 0.000000010 0.896117750 0.302700290 ENSPREG00000019012
## 26144 0.660086860 0.000000050 0.303015840 0.939266080 ENSPREG00000019012
## 26145 0.828116730 0.000000050 0.268012420 0.968504650 ENSPREG00000019012
## 26146 0.907506180 0.000000090 0.498916220 0.924298120 ENSPREG00000019012
## 26147 0.177932270 0.000000130 0.183885390 0.381266250 ENSPREG00000019012
## 26148 0.000297830 0.000000020 0.054659640 0.939114830 ENSPREG00000019012
## 26149 0.036086890 0.000000010 0.120423480 0.051688790 ENSPREG00000019012
## 26150 0.026505110 0.000000030 0.133315630 0.964074390 ENSPREG00000019012
## 26151 0.000091570 0.000000050 0.055295480 0.316873660 ENSPREG00000019012
## 26152 0.005221880 0.000000120 0.984260680 0.545674260 ENSPREG00000019012
## 26153 0.014077350 0.000000001 0.000180930 0.242027290 ENSPREG00000019012
## 26154 0.000815110 0.000000010 0.011494260 0.652173750 ENSPREG00000019012
## 26155 0.021149740 0.000000020 0.025039410 0.455693700 ENSPREG00000019012
## 26156 0.012405170 0.000000140 0.039380840 0.996727940 ENSPREG00000019012
## 26157 0.012432320 0.000000010 0.122909660 0.312963270 ENSPREG00000019012
## 26158 0.003519150 0.000000010 0.218798520 0.596035110 ENSPREG00000019012
## 26159 0.031323920 0.000000010 0.207686550 0.667063980 ENSPREG00000019012
## 26160 0.029181080 0.000000010 0.116214600 0.998111180 ENSPREG00000019012
## 26161 0.168677310 0.000000050 0.003890670 0.295546490 ENSPREG00000019012
## 26162 0.057965120 0.000000070 0.028126720 0.565098590 ENSPREG00000019012
## 26163 0.000369610 0.000000010 0.276126920 0.565292990 ENSPREG00000019012
## 26164 0.001476740 0.000000001 0.544673130 0.390770380 ENSPREG00000019012
## 26165 0.000367890 0.000000001 0.631698560 0.858483830 ENSPREG00000019012
## 26166 0.003390930 0.000000100 0.909646120 0.137789790 ENSPREG00000019012
## 26167 0.007186540 0.000000030 0.866845100 0.128119990 ENSPREG00000019012
## 26168 0.014626190 0.000000001 0.000225640 0.511773640 ENSPREG00000019012
## 26169 0.030952530 0.000000010 0.001491650 0.463331990 ENSPREG00000019012
## 26170 0.031249920 0.000000040 0.002850080 0.582466670 ENSPREG00000019012
## 26171 0.023119390 0.000000040 0.001865740 0.336225870 ENSPREG00000019012
## 26172 0.000329200 0.000000090 0.644113150 0.472673970 ENSPREG00000019012
## 26173 0.005280070 0.000000001 0.886811720 0.806513640 ENSPREG00000019012
## 26174 0.005453370 0.000000001 0.048817110 0.002821700 ENSPREG00000019012
## 26175 0.045388400 0.000000001 0.000811140 0.004107700 ENSPREG00000019012
## 26176 0.002214670 0.000000070 0.414686200 0.593985640 ENSPREG00000019012
## 26177 0.012189930 0.000000140 0.002516670 0.132587730 ENSPREG00000019012
## 26178 0.059883400 0.000000070 0.209113490 0.121713260 ENSPREG00000019012
## 26179 0.000514610 0.000000030 0.846170300 0.965025180 ENSPREG00000019012
## 26180 0.000159350 0.000000001 0.980779240 0.925135900 ENSPREG00000019012
## 26181 0.010504480 0.000000010 0.873680550 0.376578600 ENSPREG00000019012
## 26182 0.000028630 0.000000001 0.277159950 0.023011540 ENSPREG00000019012
## 26183 0.004933540 0.000000001 0.088655860 0.116352640 ENSPREG00000019012
## 26184 0.001443710 0.000000001 0.104984930 0.057735560 ENSPREG00000019012
## 26185 0.004273880 0.000000130 0.093098190 0.560063440 ENSPREG00000019012
## 26186 0.018492610 0.000000100 0.069127970 0.775960560 ENSPREG00000019012
## 26187 0.009410500 0.000000001 0.171096650 0.602878580 ENSPREG00000019012
## 26188 0.016011410 0.000000001 0.255623160 0.464901670 ENSPREG00000019012
## 26189 0.010543840 0.000000010 0.635732680 0.235628310 ENSPREG00000019012
## 26190 0.016885980 0.000000060 0.021547600 0.262420600 ENSPREG00000019012
## 26191 0.027605360 0.000000070 0.080666990 0.578252470 ENSPREG00000019012
## 26192 0.002019220 0.000000001 0.340954340 0.915473690 ENSPREG00000019012
## 26193 0.002431960 0.000000080 0.494387690 0.778754960 ENSPREG00000019012
## 26194 0.004625370 0.000000010 0.259496360 0.902855940 ENSPREG00000019012
## 26195 0.564445140 0.000000100 0.096597550 0.121250200 ENSPREG00000019012
## 26196 0.008063850 0.000000001 0.807925960 0.436247640 ENSPREG00000019012
## 26197 0.001837540 0.000000110 0.835381050 0.161943190 ENSPREG00000019012
## 26198 0.005358200 0.000000060 0.028657810 0.983930520 ENSPREG00000019012
## 26199 0.000494800 0.000000001 0.513425670 0.713920840 ENSPREG00000019012
## 26200 0.000562530 0.000000010 0.586320300 0.816885080 ENSPREG00000019012
## 26201 0.015868790 0.000000001 0.015532870 0.225613890 ENSPREG00000019012
## 26202 0.010947730 0.000000001 0.005279530 0.142503470 ENSPREG00000019012
## 26203 0.093804340 0.000000060 0.000663910 0.106266230 ENSPREG00000019012
## 26204 0.011324610 0.000000060 0.714346820 0.746831940 ENSPREG00000019012
## 26205 0.000356930 0.000000001 0.722755960 0.458984110 ENSPREG00000019012
## 26206 0.004547210 0.000000150 0.599379540 0.315440220 ENSPREG00000019012
## 26207 0.012465650 0.000000001 0.333306600 0.230187340 ENSPREG00000019012
## 26208 0.027711590 0.000000001 0.929664180 0.527572290 ENSPREG00000019012
## 26209 0.031682800 0.000000001 0.693475390 0.617519090 ENSPREG00000019012
## 26210 0.018193100 0.000000001 0.527236210 0.258872480 ENSPREG00000019012
## 26211 0.001888330 0.000000010 0.509708600 0.963749030 ENSPREG00000019012
## 26212 0.013177800 0.000000010 0.675169180 0.219041990 ENSPREG00000019012
## 26213 0.118093740 0.000000010 0.342514850 0.619373210 ENSPREG00000019012
## 26214 0.002377200 0.000000001 0.263361840 0.147823770 ENSPREG00000019012
## 26215 0.012290600 0.000000010 0.000670750 0.001482310 ENSPREG00000019012
## 26216 0.002536980 0.000000001 0.832226130 0.253938690 ENSPREG00000019012
## 26217 0.010428180 0.000000001 0.736448700 0.816664300 ENSPREG00000019012
## 26218 0.013496150 0.000000001 0.040629420 0.913187380 ENSPREG00000019012
## 26219 0.004015380 0.000000140 0.721320580 0.137019210 ENSPREG00000019012
## 26612 0.077702660 0.000000001 0.731732280 0.375306340 ENSPREG00000003584
## 26613 0.100670680 0.000000050 0.015108760 0.664430330 ENSPREG00000003584
## 26614 0.294133100 0.000000030 0.800133500 0.116334210 ENSPREG00000003584
## 26615 0.376349320 0.000000030 0.887793070 0.138515190 ENSPREG00000003584
## 26746 0.139126230 0.000000020 0.967989730 0.347443680 ENSPREG00000015796
## 6217 0.000000010 0.024883580 0.000000001 0.251920370 ENSPREG00000008623
## 6218 0.000000010 0.031402370 0.000000140 0.905012750 ENSPREG00000008623
## 6222 0.000000001 0.045144480 0.000000001 0.981277460 ENSPREG00000008623
## 6224 0.000000080 0.002169490 0.000000010 0.494861620 ENSPREG00000008623
## 6248 0.000000001 0.079374050 0.000000110 0.433008840 ENSPREG00000008623
## 6249 0.000000001 0.293511260 0.000000020 0.848004850 ENSPREG00000008623
## 8313 0.000000001 0.389840370 0.000000110 0.084339040 ENSPREG00000010341
## 8314 0.000000001 0.572283400 0.000000010 0.859946160 ENSPREG00000010341
## 8316 0.000000001 0.372143670 0.000000030 0.175592530 ENSPREG00000010341
## 8317 0.000000001 0.725730930 0.000000060 0.918009420 ENSPREG00000010341
## 8318 0.000000060 0.301680400 0.000000001 0.429404170 ENSPREG00000010341
## 10366 0.000000001 0.518666170 0.000000001 0.751789430 ENSPREG00000011782
## 10368 0.000000001 0.914316430 0.000000001 0.726762040 ENSPREG00000011782
## 10370 0.000000001 0.778598830 0.000000001 0.880825070 ENSPREG00000011782
## 10372 0.000000001 0.099167320 0.000000040 0.321794940 ENSPREG00000011782
## 10373 0.000000070 0.278274060 0.000000090 0.801846900 ENSPREG00000011782
## 10374 0.000000020 0.577160100 0.000000010 0.746172600 ENSPREG00000011782
## 10384 0.000000001 0.011559230 0.000000020 0.430458060 ENSPREG00000011782
## 10385 0.000000020 0.545313310 0.000000001 0.345679230 ENSPREG00000011782
## 10389 0.000000001 0.042666270 0.000000010 0.709664210 ENSPREG00000011782
## 10391 0.000000001 0.078665380 0.000000050 0.392016690 ENSPREG00000011782
## 10395 0.000000030 0.799796110 0.000000001 0.288611400 ENSPREG00000011782
## 10397 0.000000030 0.043613780 0.000000010 0.420404420 ENSPREG00000011782
## 10398 0.000000010 0.016886340 0.000000050 0.614380360 ENSPREG00000011782
## 10400 0.000000140 0.037815610 0.000000030 0.707666690 ENSPREG00000011782
## 10401 0.000000001 0.016357340 0.000000001 0.868875020 ENSPREG00000011782
## 12172 0.000000040 0.372667080 0.000000090 0.894126480 ENSPREG00000022573
## 12174 0.000000060 0.664853590 0.000000001 0.560623570 ENSPREG00000022573
## 12193 0.000000090 0.720591100 0.000000001 0.051910180 ENSPREG00000022759
## 12257 0.000000120 0.017249470 0.000000001 0.341829590 ENSPREG00000002366
## 12258 0.000000050 0.931938780 0.000000070 0.221025380 ENSPREG00000002366
## 12265 0.000000100 0.096412600 0.000000020 0.649350040 ENSPREG00000002366
## 12267 0.000000040 0.520007510 0.000000040 0.461803910 ENSPREG00000002366
## 12269 0.000000120 0.020653610 0.000000001 0.329502540 ENSPREG00000002366
## 12307 0.000000110 0.958717060 0.000000001 0.315079420 ENSPREG00000004332
## 18295 0.000029820 0.000000001 0.000000070 0.003802960 ENSPREG00000008811
## 18296 0.000008350 0.000000010 0.000000040 0.001033300 ENSPREG00000008811
## 18297 0.000061930 0.000000030 0.000000090 0.002098050 ENSPREG00000008811
## 18859 0.292308410 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18860 0.554077950 0.000000001 0.000000020 0.000000010 ENSPREG00000009673
## 18861 0.988290490 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18862 0.918331630 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18863 0.092106320 0.000000100 0.000000001 0.000000001 ENSPREG00000009673
## 18864 0.462387850 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 21732 0.000048850 0.000000040 0.000000070 0.012472150 ENSPREG00000002366
## 22253 0.780853500 0.000000080 0.000000010 0.045599730 ENSPREG00000006590
## 22272 0.637184030 0.000000001 0.000000020 0.514190260 ENSPREG00000006590
## 23557 0.001872780 0.000000001 0.000000030 0.000524450 ENSPREG00000014358
## gene_biotype gene_name
## 78 protein_coding kcnh7
## 79 protein_coding kcnh7
## 80 protein_coding kcnh7
## 81 protein_coding kcnh7
## 82 protein_coding kcnh7
## 83 protein_coding kcnh7
## 180 protein_coding NCKAP5
## 181 protein_coding NCKAP5
## 182 protein_coding NCKAP5
## 183 protein_coding NCKAP5
## 184 protein_coding NCKAP5
## 185 protein_coding NCKAP5
## 186 protein_coding NCKAP5
## 187 protein_coding NCKAP5
## 469 protein_coding ccnyl1
## 488 protein_coding tbc1d4
## 489 protein_coding tbc1d4
## 490 protein_coding tbc1d4
## 492 protein_coding aff3
## 507 protein_coding mfsd9
## 508 protein_coding mfsd9
## 864 protein_coding gpc6b
## 865 protein_coding gpc6b
## 866 protein_coding gpc6b
## 867 protein_coding gpc6b
## 868 protein_coding gpc6b
## 897 protein_coding fmnl2a
## 898 protein_coding fmnl2a
## 899 protein_coding fmnl2a
## 1074 protein_coding GLO1
## 1101 protein_coding rbpms2a
## 1333 protein_coding si:ch211-150g13.3
## 1334 protein_coding si:ch211-150g13.3
## 1335 protein_coding si:ch211-150g13.3
## 1336 protein_coding si:ch211-150g13.3
## 1337 protein_coding si:ch211-150g13.3
## 1338 protein_coding si:ch211-150g13.3
## 1339 protein_coding si:ch211-150g13.3
## 1431 protein_coding igf1rb
## 1432 protein_coding igf1rb
## 1459 protein_coding adcyap1r1a
## 1693 protein_coding dot1l
## 1694 protein_coding dot1l
## 1695 protein_coding dot1l
## 1727 protein_coding crlf1b
## 1746 protein_coding ttll7
## 1747 protein_coding cpox
## 1748 protein_coding cpox
## 1749 protein_coding cpox
## 2179 protein_coding kif21a
## 2266 protein_coding cyb5r2
## 2267 protein_coding PPFIBP2
## 2525 protein_coding zbtb46
## 2526 protein_coding zbtb46
## 2527 protein_coding zbtb46
## 2528 protein_coding zbtb46
## 2529 protein_coding zbtb46
## 2530 protein_coding zbtb46
## 2531 protein_coding zbtb46
## 2532 protein_coding zbtb46
## 2533 protein_coding zbtb46
## 2534 protein_coding zbtb46
## 2535 protein_coding zbtb46
## 2536 protein_coding zbtb46
## 2537 protein_coding zbtb46
## 2580 protein_coding rbms2b
## 2581 protein_coding rbms2b
## 2582 protein_coding rbms2b
## 2583 protein_coding rbms2b
## 2584 protein_coding rbms2b
## 2585 protein_coding rbms2b
## 2730 protein_coding timm29
## 2861 protein_coding rai1
## 2862 protein_coding rai1
## 2996 protein_coding odf2b
## 2997 protein_coding odf2b
## 3115 protein_coding slc2a11b
## 3123 protein_coding si:ch211-166a6.5
## 3124 protein_coding si:ch211-166a6.5
## 3125 protein_coding si:ch211-166a6.5
## 3173 protein_coding TCF7L1
## 3174 protein_coding TCF7L1
## 3175 protein_coding TCF7L1
## 3176 protein_coding TCF7L1
## 3177 protein_coding TCF7L1
## 3178 protein_coding TCF7L1
## 3179 protein_coding TCF7L1
## 3180 protein_coding TCF7L1
## 3208 protein_coding clint1a
## 3725 protein_coding ANKRD50
## 3868 protein_coding cckb
## 4436 protein_coding RILPL1
## 4437 protein_coding RILPL1
## 4438 protein_coding RILPL1
## 4439 protein_coding RILPL1
## 4440 protein_coding RILPL1
## 4441 protein_coding RILPL1
## 4442 protein_coding RILPL1
## 4443 protein_coding RILPL1
## 4444 protein_coding RILPL1
## 4445 protein_coding RILPL1
## 4489 protein_coding si:ch73-234b20.5
## 4954 protein_coding pou5f3
## 4955 protein_coding pou5f3
## 4956 protein_coding pou5f3
## 4957 protein_coding pou5f3
## 4958 protein_coding pou5f3
## 6213 protein_coding p4ha3
## 6214 protein_coding p4ha3
## 6215 protein_coding p4ha3
## 6216 protein_coding p4ha3
## 6219 protein_coding p4ha3
## 6220 protein_coding p4ha3
## 6221 protein_coding p4ha3
## 6223 protein_coding p4ha3
## 6225 protein_coding p4ha3
## 6226 protein_coding p4ha3
## 6227 protein_coding p4ha3
## 6228 protein_coding p4ha3
## 6229 protein_coding p4ha3
## 6230 protein_coding p4ha3
## 6231 protein_coding p4ha3
## 6232 protein_coding p4ha3
## 6233 protein_coding p4ha3
## 6234 protein_coding p4ha3
## 6235 protein_coding p4ha3
## 6236 protein_coding p4ha3
## 6237 protein_coding p4ha3
## 6238 protein_coding p4ha3
## 6239 protein_coding p4ha3
## 6240 protein_coding p4ha3
## 6241 protein_coding p4ha3
## 6242 protein_coding p4ha3
## 6243 protein_coding p4ha3
## 6244 protein_coding p4ha3
## 6245 protein_coding p4ha3
## 6246 protein_coding p4ha3
## 6247 protein_coding p4ha3
## 8312 protein_coding hic1
## 8315 protein_coding hic1
## 8319 protein_coding hic1
## 8320 protein_coding hic1
## 8321 protein_coding hic1
## 8322 protein_coding hic1
## 8323 protein_coding hic1
## 8324 protein_coding hic1
## 8325 protein_coding hic1
## 8326 protein_coding hic1
## 8327 protein_coding hic1
## 8328 protein_coding hic1
## 8329 protein_coding hic1
## 8330 protein_coding hic1
## 8331 protein_coding hic1
## 8332 protein_coding hic1
## 8333 protein_coding hic1
## 8334 protein_coding hic1
## 10375 protein_coding map6b
## 10376 protein_coding map6b
## 10377 protein_coding map6b
## 10378 protein_coding map6b
## 10379 protein_coding map6b
## 10380 protein_coding map6b
## 10381 protein_coding map6b
## 10382 protein_coding map6b
## 10383 protein_coding map6b
## 10386 protein_coding map6b
## 10387 protein_coding map6b
## 10388 protein_coding map6b
## 10390 protein_coding map6b
## 10392 protein_coding map6b
## 10393 protein_coding map6b
## 10394 protein_coding map6b
## 10396 protein_coding map6b
## 10399 protein_coding map6b
## 10402 protein_coding map6b
## 10403 protein_coding map6b
## 10404 protein_coding map6b
## 10405 protein_coding map6b
## 10406 protein_coding map6b
## 10407 protein_coding map6b
## 10408 protein_coding map6b
## 10409 protein_coding map6b
## 10410 protein_coding map6b
## 10411 protein_coding map6b
## 10412 protein_coding map6b
## 10413 protein_coding map6b
## 10414 protein_coding map6b
## 12173 protein_coding dock10
## 12175 protein_coding dock10
## 12176 protein_coding dock10
## 12177 protein_coding dock10
## 12199 protein_coding strn4
## 12235 protein_coding SH2B2
## 12236 protein_coding SH2B2
## 12237 protein_coding SH2B2
## 12259 protein_coding schip1
## 12260 protein_coding schip1
## 12261 protein_coding schip1
## 12262 protein_coding schip1
## 12263 protein_coding schip1
## 12264 protein_coding schip1
## 12266 protein_coding schip1
## 12268 protein_coding schip1
## 12270 protein_coding schip1
## 12271 protein_coding schip1
## 12272 protein_coding schip1
## 12306 protein_coding gramd1bb
## 12348 protein_coding ankrd13b
## 12349 protein_coding ankrd13b
## 12350 protein_coding ankrd13b
## 12987 protein_coding si:ch211-266i6.3
## 13130 protein_coding GPR119
## 13620 protein_coding syngap1b
## 13664 protein_coding bbs9
## 13665 protein_coding bbs9
## 13666 protein_coding bbs9
## 13667 protein_coding bbs9
## 13668 protein_coding bbs9
## 13669 protein_coding hormad1
## 13915 protein_coding adam22
## 13917 protein_coding adam22
## 13919 protein_coding adam22
## 13996 protein_coding plecb
## 14276 protein_coding atp1a2a
## 14277 protein_coding atp1a2a
## 14311 protein_coding mettl17
## 14312 protein_coding mettl17
## 15281 protein_coding nhsl2
## 15282 protein_coding nhsl2
## 15283 protein_coding nhsl2
## 15644 protein_coding CAMK2G
## 15645 protein_coding CAMK2G
## 15646 protein_coding CAMK2G
## 15647 protein_coding CAMK2G
## 15648 protein_coding CAMK2G
## 15649 protein_coding CAMK2G
## 15650 protein_coding CAMK2G
## 15651 protein_coding CAMK2G
## 15652 protein_coding CAMK2G
## 15904 protein_coding wnt3
## 15905 protein_coding wnt3
## 15906 protein_coding wnt3
## 15907 protein_coding wnt3
## 15908 protein_coding wnt3
## 15909 protein_coding wnt3
## 15910 protein_coding wnt3
## 15911 protein_coding wnt3
## 15912 protein_coding wnt3
## 15913 protein_coding wnt3
## 15914 protein_coding wnt3
## 15915 protein_coding wnt3
## 15916 protein_coding wnt3
## 15917 protein_coding wnt3
## 15918 protein_coding wnt3
## 15919 protein_coding wnt3
## 15921 protein_coding wnt3
## 15923 protein_coding wnt3
## 16252 protein_coding si:ch211-176g6.2
## 16253 protein_coding si:ch211-176g6.2
## 16254 protein_coding si:ch211-176g6.2
## 16255 protein_coding si:ch211-176g6.2
## 16256 protein_coding si:ch211-176g6.2
## 16257 protein_coding si:ch211-176g6.2
## 16258 protein_coding si:ch211-176g6.2
## 16312 protein_coding adarb2
## 16313 protein_coding adarb2
## 16314 protein_coding adarb2
## 16315 protein_coding adarb2
## 16316 protein_coding adarb2
## 16317 protein_coding adarb2
## 16318 protein_coding adarb2
## 16319 protein_coding adarb2
## 16320 protein_coding adarb2
## 16321 protein_coding adarb2
## 16322 protein_coding adarb2
## 16323 protein_coding adarb2
## 16324 protein_coding adarb2
## 16325 protein_coding adarb2
## 16326 protein_coding adarb2
## 16327 protein_coding adarb2
## 16328 protein_coding adarb2
## 16329 protein_coding adarb2
## 16330 protein_coding adarb2
## 16331 protein_coding adarb2
## 16332 protein_coding adarb2
## 16333 protein_coding adarb2
## 16334 protein_coding adarb2
## 16335 protein_coding adarb2
## 16336 protein_coding adarb2
## 16337 protein_coding adarb2
## 16338 protein_coding adarb2
## 16339 protein_coding adarb2
## 16340 protein_coding adarb2
## 16341 protein_coding adarb2
## 16342 protein_coding adarb2
## 16343 protein_coding adarb2
## 16344 protein_coding adarb2
## 16345 protein_coding adarb2
## 16346 protein_coding adarb2
## 16347 protein_coding adarb2
## 16348 protein_coding adarb2
## 16349 protein_coding adarb2
## 16350 protein_coding adarb2
## 16351 protein_coding adarb2
## 16352 protein_coding adarb2
## 16353 protein_coding adarb2
## 16354 protein_coding adarb2
## 16355 protein_coding adarb2
## 16356 protein_coding adarb2
## 16357 protein_coding adarb2
## 16358 protein_coding adarb2
## 16359 protein_coding adarb2
## 16360 protein_coding adarb2
## 16361 protein_coding adarb2
## 16362 protein_coding adarb2
## 16363 protein_coding adarb2
## 16364 protein_coding adarb2
## 16365 protein_coding adarb2
## 16673 protein_coding enpp1
## 16674 protein_coding enpp1
## 16675 protein_coding enpp1
## 16676 protein_coding enpp1
## 16746 protein_coding gabrr2b
## 17106 protein_coding MYT1L
## 17107 protein_coding MYT1L
## 17215 protein_coding aebp2
## 17220 protein_coding NXPE3
## 17221 protein_coding NXPE3
## 17222 protein_coding NXPE3
## 17223 protein_coding NXPE3
## 17224 protein_coding NXPE3
## 17225 protein_coding NXPE3
## 17232 protein_coding NXPE3
## 17450 protein_coding ptprz1b
## 17451 protein_coding ptprz1b
## 17452 protein_coding ptprz1b
## 17453 protein_coding ptprz1b
## 17454 protein_coding ptprz1b
## 17455 protein_coding ptprz1b
## 17456 protein_coding ptprz1b
## 17457 protein_coding ptprz1b
## 17458 protein_coding ptprz1b
## 17459 protein_coding ptprz1b
## 17460 protein_coding ptprz1b
## 17461 protein_coding ptprz1b
## 17462 protein_coding ptprz1b
## 17463 protein_coding ptprz1b
## 17464 protein_coding ptprz1b
## 17465 protein_coding ptprz1b
## 17466 protein_coding ptprz1b
## 17467 protein_coding ptprz1b
## 17468 protein_coding ptprz1b
## 17469 protein_coding ptprz1b
## 17470 protein_coding ptprz1b
## 17471 protein_coding ptprz1b
## 17472 protein_coding ptprz1b
## 17525 protein_coding elk3
## 17527 protein_coding hcfc2
## 17565 protein_coding prl2
## 17566 protein_coding prl2
## 17567 protein_coding prl2
## 18150 protein_coding pikfyve
## 18151 protein_coding pikfyve
## 18152 protein_coding pikfyve
## 18153 protein_coding pikfyve
## 18154 protein_coding pikfyve
## 18155 protein_coding pikfyve
## 18156 protein_coding pikfyve
## 18157 protein_coding pikfyve
## 18158 protein_coding pikfyve
## 18159 protein_coding pikfyve
## 18160 protein_coding pikfyve
## 18161 protein_coding pikfyve
## 18162 protein_coding pikfyve
## 18163 protein_coding pikfyve
## 18164 protein_coding pikfyve
## 18165 protein_coding pikfyve
## 18166 protein_coding pikfyve
## 18167 protein_coding pikfyve
## 18168 protein_coding pikfyve
## 18169 protein_coding pikfyve
## 18170 protein_coding pikfyve
## 18171 protein_coding pikfyve
## 18172 protein_coding pikfyve
## 18173 protein_coding pikfyve
## 18174 protein_coding pikfyve
## 18175 protein_coding pikfyve
## 18176 protein_coding pikfyve
## 18177 protein_coding pikfyve
## 18178 protein_coding pikfyve
## 18179 protein_coding pikfyve
## 18180 protein_coding pikfyve
## 18181 protein_coding pikfyve
## 18182 protein_coding pikfyve
## 18183 protein_coding pikfyve
## 18184 protein_coding pikfyve
## 18185 protein_coding pikfyve
## 18186 protein_coding pikfyve
## 18187 protein_coding pikfyve
## 18188 protein_coding pikfyve
## 18189 protein_coding pikfyve
## 18190 protein_coding pikfyve
## 18277 protein_coding hoxd3a
## 18282 protein_coding fmnl2a
## 18283 protein_coding fmnl2a
## 18284 protein_coding fmnl2a
## 18285 protein_coding fmnl2a
## 18286 protein_coding fmnl2a
## 18287 protein_coding fmnl2a
## 18288 protein_coding fmnl2a
## 18289 protein_coding fmnl2a
## 18290 protein_coding fmnl2a
## 18291 protein_coding fmnl2a
## 18292 protein_coding fmnl2a
## 18293 protein_coding fmnl2a
## 18294 protein_coding fmnl2a
## 18298 protein_coding fmnl2a
## 18299 protein_coding fmnl2a
## 18300 protein_coding fmnl2a
## 18760 protein_coding gpc5b
## 18858 protein_coding tbc1d7
## 18865 protein_coding tbc1d7
## 18866 protein_coding tbc1d7
## 18867 protein_coding tbc1d7
## 18868 protein_coding tbc1d7
## 18869 protein_coding tbc1d7
## 19577 protein_coding pamr1
## 19582 protein_coding cyb5r2
## 19583 protein_coding cyb5r2
## 19587 protein_coding PPFIBP2
## 19588 protein_coding PPFIBP2
## 19589 protein_coding PPFIBP2
## 19711 protein_coding pan2
## 19756 protein_coding gfap
## 19757 protein_coding gfap
## 19758 protein_coding gfap
## 19759 protein_coding gfap
## 19760 protein_coding gfap
## 19761 protein_coding gfap
## 19921 protein_coding stk17al
## 19959 protein_coding dhx37
## 20049 protein_coding smarcad1a
## 20359 protein_coding KCNIP1
## 20386 protein_coding s100v2
## 20387 protein_coding s100v2
## 20389 protein_coding umad1
## 20390 protein_coding umad1
## 20902 protein_coding med30
## 20903 protein_coding med30
## 20904 protein_coding med30
## 20905 protein_coding med30
## 20906 protein_coding med30
## 20907 protein_coding med30
## 20908 protein_coding med30
## 20909 protein_coding med30
## 20910 protein_coding med30
## 20911 protein_coding med30
## 20912 protein_coding med30
## 20913 protein_coding med30
## 20914 protein_coding med30
## 20915 protein_coding med30
## 20916 protein_coding med30
## 20917 protein_coding med30
## 20918 protein_coding med30
## 20919 protein_coding med30
## 20920 protein_coding med30
## 20921 protein_coding med30
## 20922 protein_coding med30
## 20923 protein_coding med30
## 20924 protein_coding med30
## 20925 protein_coding med30
## 20926 protein_coding med30
## 20927 protein_coding med30
## 20928 protein_coding med30
## 20929 protein_coding med30
## 20930 protein_coding med30
## 20931 protein_coding med30
## 20932 protein_coding med30
## 20933 protein_coding med30
## 20934 protein_coding med30
## 20935 protein_coding med30
## 20936 protein_coding med30
## 20937 protein_coding med30
## 20938 protein_coding med30
## 20939 protein_coding med30
## 20940 protein_coding med30
## 20941 protein_coding med30
## 20942 protein_coding med30
## 20943 protein_coding med30
## 20944 protein_coding med30
## 20945 protein_coding med30
## 20946 protein_coding med30
## 20947 protein_coding med30
## 20948 protein_coding med30
## 20949 protein_coding med30
## 20950 protein_coding med30
## 20951 protein_coding med30
## 20952 protein_coding med30
## 20953 protein_coding med30
## 20954 protein_coding med30
## 20955 protein_coding med30
## 20956 protein_coding med30
## 20957 protein_coding med30
## 20958 protein_coding med30
## 20959 protein_coding med30
## 20960 protein_coding med30
## 20961 protein_coding med30
## 20962 protein_coding med30
## 20963 protein_coding med30
## 20964 protein_coding med30
## 20965 protein_coding med30
## 20966 protein_coding med30
## 20967 protein_coding med30
## 20968 protein_coding med30
## 20969 protein_coding med30
## 20970 protein_coding med30
## 20971 protein_coding med30
## 20972 protein_coding med30
## 20973 protein_coding med30
## 20974 protein_coding med30
## 20975 protein_coding med30
## 20976 protein_coding med30
## 20977 protein_coding med30
## 21491 protein_coding fhl3b
## 21504 protein_coding tfap2e
## 21505 protein_coding tfap2e
## 21506 protein_coding tfap2e
## 21557 protein_coding pou5f3
## 21558 protein_coding pou5f3
## 21559 protein_coding pou5f3
## 21560 protein_coding pou5f3
## 21561 protein_coding pou5f3
## 21562 protein_coding pou5f3
## 21731 protein_coding schip1
## 21733 protein_coding schip1
## 22077 protein_coding gramd1bb
## 22078 protein_coding gramd1bb
## 22079 protein_coding gramd1bb
## 22080 protein_coding gramd1bb
## 22081 protein_coding gramd1bb
## 22082 protein_coding gramd1bb
## 22083 protein_coding gramd1bb
## 22084 protein_coding gramd1bb
## 22085 protein_coding gramd1bb
## 22086 protein_coding gramd1bb
## 22087 protein_coding gramd1bb
## 22088 protein_coding gramd1bb
## 22089 protein_coding gramd1bb
## 22090 protein_coding gramd1bb
## 22091 protein_coding gramd1bb
## 22092 protein_coding gramd1bb
## 22093 protein_coding gramd1bb
## 22094 protein_coding gramd1bb
## 22095 protein_coding gramd1bb
## 22096 protein_coding gramd1bb
## 22097 protein_coding gramd1bb
## 22098 protein_coding gramd1bb
## 22099 protein_coding gramd1bb
## 22100 protein_coding gramd1bb
## 22101 protein_coding gramd1bb
## 22102 protein_coding gramd1bb
## 22103 protein_coding gramd1bb
## 22104 protein_coding gramd1bb
## 22105 protein_coding gramd1bb
## 22106 protein_coding gramd1bb
## 22107 protein_coding gramd1bb
## 22108 protein_coding gramd1bb
## 22109 protein_coding gramd1bb
## 22110 protein_coding gramd1bb
## 22111 protein_coding gramd1bb
## 22112 protein_coding gramd1bb
## 22113 protein_coding gramd1bb
## 22114 protein_coding gramd1bb
## 22115 protein_coding gramd1bb
## 22116 protein_coding gramd1bb
## 22117 protein_coding gramd1bb
## 22248 protein_coding ankrd13b
## 22249 protein_coding ankrd13b
## 22250 protein_coding ankrd13b
## 22251 protein_coding ankrd13b
## 22252 protein_coding ankrd13b
## 22254 protein_coding ankrd13b
## 22255 protein_coding ankrd13b
## 22256 protein_coding ankrd13b
## 22257 protein_coding ankrd13b
## 22258 protein_coding ankrd13b
## 22259 protein_coding ankrd13b
## 22260 protein_coding ankrd13b
## 22261 protein_coding ankrd13b
## 22262 protein_coding ankrd13b
## 22263 protein_coding ankrd13b
## 22264 protein_coding ankrd13b
## 22265 protein_coding ankrd13b
## 22266 protein_coding ankrd13b
## 22267 protein_coding ankrd13b
## 22268 protein_coding ankrd13b
## 22269 protein_coding ankrd13b
## 22270 protein_coding ankrd13b
## 22271 protein_coding ankrd13b
## 22534 protein_coding flj13639
## 22535 protein_coding flj13639
## 22786 protein_coding grm5a
## 22872 protein_coding slc22a6l
## 22873 protein_coding slc22a6l
## 22941 protein_coding ppm1nb
## 22994 protein_coding p2rx1
## 23090 protein_coding pknox2
## 23547 protein_coding rcc1l
## 23548 protein_coding rcc1l
## 23549 protein_coding rcc1l
## 23550 protein_coding rcc1l
## 23551 protein_coding rcc1l
## 23552 protein_coding rcc1l
## 23553 protein_coding rcc1l
## 23554 protein_coding rcc1l
## 23555 protein_coding rcc1l
## 23556 protein_coding rcc1l
## 23558 protein_coding rcc1l
## 23559 protein_coding rcc1l
## 23560 protein_coding rcc1l
## 23561 protein_coding rcc1l
## 23562 protein_coding rcc1l
## 23563 protein_coding rcc1l
## 23564 protein_coding rcc1l
## 23565 protein_coding rcc1l
## 23566 protein_coding rcc1l
## 23567 protein_coding rcc1l
## 23568 protein_coding rcc1l
## 23569 protein_coding rcc1l
## 23570 protein_coding rcc1l
## 23571 protein_coding rcc1l
## 23572 protein_coding rcc1l
## 23961 protein_coding rgs17
## 23962 protein_coding rgs17
## 24010 protein_coding ndnfl
## 24011 protein_coding ndnfl
## 24012 protein_coding ndnfl
## 24013 protein_coding ndnfl
## 24014 protein_coding ndnfl
## 24251 protein_coding si:dkey-103j14.5
## 24309 protein_coding syngap1b
## 24310 protein_coding syngap1b
## 24445 protein_coding plecb
## 24446 protein_coding plecb
## 24447 protein_coding plecb
## 24448 protein_coding plecb
## 24449 protein_coding plecb
## 24450 protein_coding plecb
## 24475 protein_coding cxcr4a
## 24512 protein_coding pde4ca
## 24793 protein_coding rhbdf1b
## 24794 protein_coding rhbdf1b
## 24869 protein_coding tspan9a
## 24870 protein_coding tspan9a
## 24871 protein_coding tspan9a
## 24872 protein_coding tspan9a
## 24873 protein_coding tspan9a
## 24874 protein_coding tspan9a
## 24875 protein_coding tspan9a
## 24876 protein_coding tspan9a
## 24877 protein_coding tspan9a
## 24878 protein_coding tspan9a
## 24879 protein_coding tspan9a
## 24880 protein_coding tspan9a
## 24881 protein_coding tspan9a
## 24882 protein_coding tspan9a
## 24909 protein_coding vclb
## 24910 protein_coding vclb
## 24911 protein_coding vclb
## 24912 protein_coding vclb
## 24913 protein_coding vclb
## 24914 protein_coding vclb
## 24915 protein_coding vclb
## 24916 protein_coding vclb
## 24917 protein_coding vclb
## 24918 protein_coding vclb
## 24919 protein_coding vclb
## 24920 protein_coding vclb
## 24921 protein_coding vclb
## 24922 protein_coding vclb
## 24923 protein_coding vclb
## 24924 protein_coding vclb
## 24925 protein_coding vclb
## 24926 protein_coding vclb
## 24927 protein_coding vclb
## 24928 protein_coding vclb
## 24929 protein_coding vclb
## 24930 protein_coding coasy
## 24931 protein_coding coasy
## 24982 protein_coding CAMK2G
## 25004 protein_coding wnt3
## 25005 protein_coding wnt3
## 25006 protein_coding wnt3
## 25007 protein_coding wnt3
## 25185 protein_coding si:ch211-176g6.2
## 25186 protein_coding si:ch211-176g6.2
## 25187 protein_coding si:ch211-176g6.2
## 25188 protein_coding si:ch211-176g6.2
## 25189 protein_coding si:ch211-176g6.2
## 25318 protein_coding adarb2
## 25319 protein_coding adarb2
## 25494 protein_coding abi1a
## 25495 protein_coding abi1a
## 25496 protein_coding abi1a
## 25497 protein_coding abi1a
## 25575 protein_coding TRIM67
## 25578 protein_coding ppp1r13bb
## 25711 protein_coding enpp1
## 25712 protein_coding enpp1
## 25713 protein_coding enpp1
## 25714 protein_coding enpp1
## 25715 protein_coding enpp1
## 25716 protein_coding enpp1
## 25717 protein_coding enpp1
## 25718 protein_coding enpp1
## 25719 protein_coding enpp1
## 25720 protein_coding enpp1
## 25721 protein_coding enpp1
## 25722 protein_coding enpp1
## 25723 protein_coding enpp1
## 25724 protein_coding enpp1
## 25725 protein_coding enpp1
## 25726 protein_coding enpp1
## 25727 protein_coding enpp1
## 25728 protein_coding enpp1
## 25729 protein_coding enpp1
## 25730 protein_coding enpp1
## 25731 protein_coding enpp1
## 25732 protein_coding enpp1
## 25733 protein_coding enpp1
## 25734 protein_coding enpp1
## 25735 protein_coding enpp1
## 25736 protein_coding enpp1
## 25737 protein_coding enpp1
## 25738 protein_coding enpp1
## 25739 protein_coding enpp1
## 25740 protein_coding enpp1
## 25741 protein_coding enpp1
## 25742 protein_coding enpp1
## 25743 protein_coding enpp1
## 25744 protein_coding enpp1
## 25745 protein_coding enpp1
## 25746 protein_coding enpp1
## 25747 protein_coding enpp1
## 25748 protein_coding enpp1
## 25749 protein_coding enpp1
## 25750 protein_coding enpp1
## 25751 protein_coding enpp1
## 25752 protein_coding enpp1
## 25753 protein_coding enpp1
## 25754 protein_coding enpp1
## 25755 protein_coding enpp1
## 25756 protein_coding enpp1
## 25757 protein_coding enpp1
## 25758 protein_coding enpp1
## 25759 protein_coding enpp1
## 25760 protein_coding enpp1
## 25761 protein_coding enpp1
## 25762 protein_coding enpp1
## 25763 protein_coding enpp1
## 25764 protein_coding enpp1
## 25765 protein_coding enpp1
## 26121 protein_coding cdc42bpab
## 26122 protein_coding cdc42bpab
## 26123 protein_coding cdc42bpab
## 26124 protein_coding cdc42bpab
## 26125 protein_coding cdc42bpab
## 26126 protein_coding cdc42bpab
## 26127 protein_coding cdc42bpab
## 26128 protein_coding cdc42bpab
## 26129 protein_coding cdc42bpab
## 26130 protein_coding cdc42bpab
## 26131 protein_coding cdc42bpab
## 26132 protein_coding cdc42bpab
## 26133 protein_coding cdc42bpab
## 26134 protein_coding cdc42bpab
## 26135 protein_coding cdc42bpab
## 26136 protein_coding cdc42bpab
## 26137 protein_coding cdc42bpab
## 26138 protein_coding cdc42bpab
## 26139 protein_coding cdc42bpab
## 26140 protein_coding cdc42bpab
## 26141 protein_coding cdc42bpab
## 26142 protein_coding cdc42bpab
## 26143 protein_coding cdc42bpab
## 26144 protein_coding cdc42bpab
## 26145 protein_coding cdc42bpab
## 26146 protein_coding cdc42bpab
## 26147 protein_coding cdc42bpab
## 26148 protein_coding cdc42bpab
## 26149 protein_coding cdc42bpab
## 26150 protein_coding cdc42bpab
## 26151 protein_coding cdc42bpab
## 26152 protein_coding cdc42bpab
## 26153 protein_coding cdc42bpab
## 26154 protein_coding cdc42bpab
## 26155 protein_coding cdc42bpab
## 26156 protein_coding cdc42bpab
## 26157 protein_coding cdc42bpab
## 26158 protein_coding cdc42bpab
## 26159 protein_coding cdc42bpab
## 26160 protein_coding cdc42bpab
## 26161 protein_coding cdc42bpab
## 26162 protein_coding cdc42bpab
## 26163 protein_coding cdc42bpab
## 26164 protein_coding cdc42bpab
## 26165 protein_coding cdc42bpab
## 26166 protein_coding cdc42bpab
## 26167 protein_coding cdc42bpab
## 26168 protein_coding cdc42bpab
## 26169 protein_coding cdc42bpab
## 26170 protein_coding cdc42bpab
## 26171 protein_coding cdc42bpab
## 26172 protein_coding cdc42bpab
## 26173 protein_coding cdc42bpab
## 26174 protein_coding cdc42bpab
## 26175 protein_coding cdc42bpab
## 26176 protein_coding cdc42bpab
## 26177 protein_coding cdc42bpab
## 26178 protein_coding cdc42bpab
## 26179 protein_coding cdc42bpab
## 26180 protein_coding cdc42bpab
## 26181 protein_coding cdc42bpab
## 26182 protein_coding cdc42bpab
## 26183 protein_coding cdc42bpab
## 26184 protein_coding cdc42bpab
## 26185 protein_coding cdc42bpab
## 26186 protein_coding cdc42bpab
## 26187 protein_coding cdc42bpab
## 26188 protein_coding cdc42bpab
## 26189 protein_coding cdc42bpab
## 26190 protein_coding cdc42bpab
## 26191 protein_coding cdc42bpab
## 26192 protein_coding cdc42bpab
## 26193 protein_coding cdc42bpab
## 26194 protein_coding cdc42bpab
## 26195 protein_coding cdc42bpab
## 26196 protein_coding cdc42bpab
## 26197 protein_coding cdc42bpab
## 26198 protein_coding cdc42bpab
## 26199 protein_coding cdc42bpab
## 26200 protein_coding cdc42bpab
## 26201 protein_coding cdc42bpab
## 26202 protein_coding cdc42bpab
## 26203 protein_coding cdc42bpab
## 26204 protein_coding cdc42bpab
## 26205 protein_coding cdc42bpab
## 26206 protein_coding cdc42bpab
## 26207 protein_coding cdc42bpab
## 26208 protein_coding cdc42bpab
## 26209 protein_coding cdc42bpab
## 26210 protein_coding cdc42bpab
## 26211 protein_coding cdc42bpab
## 26212 protein_coding cdc42bpab
## 26213 protein_coding cdc42bpab
## 26214 protein_coding cdc42bpab
## 26215 protein_coding cdc42bpab
## 26216 protein_coding cdc42bpab
## 26217 protein_coding cdc42bpab
## 26218 protein_coding cdc42bpab
## 26219 protein_coding cdc42bpab
## 26612 protein_coding pxdn
## 26613 protein_coding pxdn
## 26614 protein_coding pxdn
## 26615 protein_coding pxdn
## 26746 protein_coding ucmaa
## 6217 protein_coding p4ha3
## 6218 protein_coding p4ha3
## 6222 protein_coding p4ha3
## 6224 protein_coding p4ha3
## 6248 protein_coding p4ha3
## 6249 protein_coding p4ha3
## 8313 protein_coding hic1
## 8314 protein_coding hic1
## 8316 protein_coding hic1
## 8317 protein_coding hic1
## 8318 protein_coding hic1
## 10366 protein_coding map6b
## 10368 protein_coding map6b
## 10370 protein_coding map6b
## 10372 protein_coding map6b
## 10373 protein_coding map6b
## 10374 protein_coding map6b
## 10384 protein_coding map6b
## 10385 protein_coding map6b
## 10389 protein_coding map6b
## 10391 protein_coding map6b
## 10395 protein_coding map6b
## 10397 protein_coding map6b
## 10398 protein_coding map6b
## 10400 protein_coding map6b
## 10401 protein_coding map6b
## 12172 protein_coding dock10
## 12174 protein_coding dock10
## 12193 protein_coding PRLHR
## 12257 protein_coding schip1
## 12258 protein_coding schip1
## 12265 protein_coding schip1
## 12267 protein_coding schip1
## 12269 protein_coding schip1
## 12307 protein_coding gramd1bb
## 18295 protein_coding fmnl2a
## 18296 protein_coding fmnl2a
## 18297 protein_coding fmnl2a
## 18859 protein_coding tbc1d7
## 18860 protein_coding tbc1d7
## 18861 protein_coding tbc1d7
## 18862 protein_coding tbc1d7
## 18863 protein_coding tbc1d7
## 18864 protein_coding tbc1d7
## 21732 protein_coding schip1
## 22253 protein_coding ankrd13b
## 22272 protein_coding ankrd13b
## 23557 protein_coding rcc1l
geneticcrossdata10CvL
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 78 LG2 6822365 NC024331 G 1 0 0 0
## 79 LG2 6829394 NC024331 C 1 0 0 0
## 80 LG2 6858629 NC024331 c 1 0 0 0
## 81 LG2 6873500 NC024331 C 1 0 0 0
## 82 LG2 6878303 NC024331 T 1 0 0 0
## 83 LG2 6885304 NC024331 G 1 0 0 0
## 180 LG2 8227218 NC024331 G 1 0 0 0
## 181 LG2 8229726 NC024331 T 1 0 0 0
## 182 LG2 8259795 NC024331 T 1 0 0 0
## 183 LG2 8301769 NC024331 a 1 0 0 0
## 184 LG2 8309267 NC024331 T 1 0 0 0
## 185 LG2 8309269 NC024331 A 1 0 0 0
## 186 LG2 8309314 NC024331 A 1 0 0 0
## 187 LG2 8330784 NC024331 G 1 0 0 0
## 469 LG2 14922212 NC024331 A 1 0 0 0
## 488 LG2 16659729 NC024331 A 1 0 0 0
## 489 LG2 16673655 NC024331 C 1 0 0 0
## 490 LG2 16686664 NC024331 C 1 0 0 0
## 492 LG2 18185807 NC024331 A 1 0 0 0
## 507 LG2 18336998 NC024331 A 1 0 0 0
## 508 LG2 18337204 NC024331 A 1 0 0 0
## 864 LG2 29592469 NC024331 A 1 0 0 0
## 865 LG2 29596678 NC024331 C 1 0 0 0
## 866 LG2 29622729 NC024331 G 1 0 0 0
## 867 LG2 29626200 NC024331 C 1 0 0 0
## 868 LG2 29627919 NC024331 A 1 0 0 0
## 897 LG2 33178480 NC024331 A 1 0 0 0
## 898 LG2 33178482 NC024331 G 1 0 0 0
## 899 LG2 33189699 NC024331 t 1 0 0 0
## 1074 LG3 4936175 NC024332 T 1 0 0 0
## 1101 LG3 7328935 NC024332 C 1 0 0 0
## 1333 LG3 16230675 NC024332 C 1 0 0 0
## 1334 LG3 16231297 NC024332 t 1 0 0 0
## 1335 LG3 16231298 NC024332 t 1 0 0 0
## 1336 LG3 16231300 NC024332 t 1 0 0 0
## 1337 LG3 16231428 NC024332 C 1 0 0 0
## 1338 LG3 16232414 NC024332 c 1 0 0 0
## 1339 LG3 16232464 NC024332 G 1 0 0 0
## 1431 LG3 26732596 NC024332 A 1 0 0 0
## 1432 LG3 26746969 NC024332 c 1 0 0 0
## 1459 LG4 8983267 NC024333 A 1 0 0 0
## 1693 LG4 23700972 NC024333 g 1 0 0 0
## 1694 LG4 23721086 NC024333 C 1 0 0 0
## 1695 LG4 23724496 NC024333 T 1 0 0 0
## 1727 LG4 23972809 NC024333 C 1 0 0 0
## 1746 LG4 27263033 NC024333 a 1 0 0 0
## 1747 LG4 27826587 NC024333 A 1 0 0 0
## 1748 LG4 27826598 NC024333 g 1 0 0 0
## 1749 LG4 27826615 NC024333 a 1 0 0 0
## 2179 LG6 2491676 NC024335 C 1 0 0 0
## 2266 LG6 20095377 NC024335 G 1 0 0 0
## 2267 LG6 20143738 NC024335 a 1 0 0 0
## 2525 LG7 23467633 NC024336 C 1 0 0 0
## 2526 LG7 23469672 NC024336 G 1 0 0 0
## 2527 LG7 23469689 NC024336 A 1 0 0 0
## 2528 LG7 23494043 NC024336 G 1 0 0 0
## 2529 LG7 23494416 NC024336 C 1 0 0 0
## 2530 LG7 23495783 NC024336 T 1 0 0 0
## 2531 LG7 23511827 NC024336 G 1 0 0 0
## 2532 LG7 23520888 NC024336 G 1 0 0 0
## 2533 LG7 23521276 NC024336 a 1 0 0 0
## 2534 LG7 23522735 NC024336 A 1 0 0 0
## 2535 LG7 23523880 NC024336 A 1 0 0 0
## 2536 LG7 23523894 NC024336 T 1 0 0 0
## 2537 LG7 23523906 NC024336 T 1 0 0 0
## 2580 LG7 26741309 NC024336 G 1 0 0 0
## 2581 LG7 26741310 NC024336 T 1 0 0 0
## 2582 LG7 26741909 NC024336 G 1 0 0 0
## 2583 LG7 26742198 NC024336 a 1 0 0 0
## 2584 LG7 26742205 NC024336 g 1 0 0 0
## 2585 LG7 26742237 NC024336 g 1 0 0 0
## 2730 LG8 2646061 NC024337 G 1 0 0 0
## 2861 LG8 23124360 NC024337 T 1 0 0 0
## 2862 LG8 23125154 NC024337 C 1 0 0 0
## 2996 LG9 10306581 NC024338 C 1 0 0 0
## 2997 LG9 10308019 NC024338 t 1 0 0 0
## 3115 LG9 22931940 NC024338 G 1 0 0 0
## 3123 LG9 23125475 NC024338 A 1 0 0 0
## 3124 LG9 23125550 NC024338 G 1 0 0 0
## 3125 LG9 23130911 NC024338 A 1 0 0 0
## 3173 LG9 27647187 NC024338 A 1 0 0 0
## 3174 LG9 27648001 NC024338 C 1 0 0 0
## 3175 LG9 27649290 NC024338 t 1 0 0 0
## 3176 LG9 27649303 NC024338 T 1 0 0 0
## 3177 LG9 27649337 NC024338 A 1 0 0 0
## 3178 LG9 27649364 NC024338 A 1 0 0 0
## 3179 LG9 27649379 NC024338 G 1 0 0 0
## 3180 LG9 27650640 NC024338 A 1 0 0 0
## 3208 LG10 2349658 NC024339 G 1 0 0 0
## 3725 LG10 28192213 NC024339 G 1 0 0 0
## 3868 LG11 6449632 NC024340 G 1 0 0 0
## 4436 LG12 3566457 NC024341 g 1 0 0 0
## 4437 LG12 3567037 NC024341 t 1 0 0 0
## 4438 LG12 3568929 NC024341 G 1 0 0 0
## 4439 LG12 3572958 NC024341 T 1 0 0 0
## 4440 LG12 3572998 NC024341 T 1 0 0 0
## 4441 LG12 3572999 NC024341 G 1 0 0 0
## 4442 LG12 3574711 NC024341 G 1 0 0 0
## 4443 LG12 3576824 NC024341 C 1 0 0 0
## 4444 LG12 3576841 NC024341 G 1 0 0 0
## 4445 LG12 3578433 NC024341 G 1 0 0 0
## 4489 LG12 3841684 NC024341 G 1 0 0 0
## 4954 LG12 14070994 NC024341 C 1 0 0 0
## 4955 LG12 14074470 NC024341 A 1 0 0 0
## 4956 LG12 14091480 NC024341 T 1 0 0 0
## 4957 LG12 14091850 NC024341 t 1 1 0 0
## 4958 LG12 14091884 NC024341 c 1 1 0 0
## 6213 LG13 1533408 NC024342 c 1 0 0 0
## 6214 LG13 1533909 NC024342 G 1 0 0 0
## 6215 LG13 1533980 NC024342 g 1 0 0 0
## 6216 LG13 1534894 NC024342 A 1 0 0 0
## 6217 LG13 1535455 NC024342 a 1 0 1 0
## 6218 LG13 1535458 NC024342 a 1 0 1 0
## 6219 LG13 1535575 NC024342 t 1 0 0 0
## 6220 LG13 1535599 NC024342 T 1 0 0 0
## 6221 LG13 1535606 NC024342 G 1 0 0 0
## 6222 LG13 1536090 NC024342 G 1 0 1 0
## 6223 LG13 1536143 NC024342 T 1 0 0 0
## 6224 LG13 1536283 NC024342 a 1 0 1 0
## 6225 LG13 1536611 NC024342 t 1 0 0 0
## 6226 LG13 1536760 NC024342 G 1 0 0 0
## 6227 LG13 1536888 NC024342 T 1 0 0 0
## 6228 LG13 1537062 NC024342 a 1 0 0 0
## 6229 LG13 1537828 NC024342 G 1 0 0 0
## 6230 LG13 1537947 NC024342 C 1 0 0 0
## 6231 LG13 1538299 NC024342 T 1 0 0 0
## 6232 LG13 1538526 NC024342 G 1 0 0 0
## 6233 LG13 1538712 NC024342 A 1 0 0 0
## 6234 LG13 1538989 NC024342 C 1 0 0 0
## 6235 LG13 1538990 NC024342 G 1 0 0 0
## 6236 LG13 1539677 NC024342 C 1 0 0 0
## 6237 LG13 1539800 NC024342 G 1 0 0 0
## 6238 LG13 1539957 NC024342 T 1 0 0 0
## 6239 LG13 1541013 NC024342 a 1 0 0 0
## 6240 LG13 1541529 NC024342 C 1 0 0 0
## 6241 LG13 1541538 NC024342 c 1 0 0 0
## 6242 LG13 1541541 NC024342 a 1 0 0 0
## 6243 LG13 1541673 NC024342 g 1 0 0 0
## 6244 LG13 1543716 NC024342 C 1 0 0 0
## 6245 LG13 1544277 NC024342 g 1 0 0 0
## 6246 LG13 1544632 NC024342 G 1 0 0 0
## 6247 LG13 1544634 NC024342 A 1 0 0 0
## 6248 LG13 1544756 NC024342 C 1 0 1 0
## 6249 LG13 1544811 NC024342 T 1 0 1 0
## 8312 LG13 3102231 NC024342 C 1 0 0 0
## 8313 LG13 3102422 NC024342 A 1 0 1 0
## 8314 LG13 3102569 NC024342 C 1 0 1 0
## 8315 LG13 3102795 NC024342 G 1 0 0 0
## 8316 LG13 3102878 NC024342 A 1 0 1 0
## 8317 LG13 3102909 NC024342 A 1 0 1 0
## 8318 LG13 3103843 NC024342 C 1 0 1 0
## 8319 LG13 3103997 NC024342 t 1 0 0 0
## 8320 LG13 3104287 NC024342 t 1 0 0 0
## 8321 LG13 3104403 NC024342 t 1 0 0 0
## 8322 LG13 3104631 NC024342 a 1 0 0 0
## 8323 LG13 3105678 NC024342 A 1 0 0 0
## 8324 LG13 3105890 NC024342 G 1 0 0 0
## 8325 LG13 3106026 NC024342 A 1 0 0 0
## 8326 LG13 3106071 NC024342 G 1 0 0 0
## 8327 LG13 3107072 NC024342 G 1 0 0 0
## 8328 LG13 3107275 NC024342 G 1 0 0 0
## 8329 LG13 3107463 NC024342 T 1 0 0 0
## 8330 LG13 3107464 NC024342 G 1 0 0 0
## 8331 LG13 3108054 NC024342 T 1 0 0 0
## 8332 LG13 3108123 NC024342 T 1 0 0 0
## 8333 LG13 3108214 NC024342 t 1 0 0 0
## 8334 LG13 3108303 NC024342 A 1 0 0 0
## 10366 LG13 4843661 NC024342 C 1 0 1 0
## 10368 LG13 4843669 NC024342 G 1 0 1 0
## 10370 LG13 4843818 NC024342 A 1 0 1 0
## 10372 LG13 4844278 NC024342 C 1 0 1 0
## 10373 LG13 4844727 NC024342 A 1 0 1 0
## 10374 LG13 4844739 NC024342 T 1 0 1 0
## 10375 LG13 4845098 NC024342 T 1 0 0 0
## 10376 LG13 4845252 NC024342 a 1 0 0 0
## 10377 LG13 4845255 NC024342 c 1 0 0 0
## 10378 LG13 4845524 NC024342 G 1 0 0 0
## 10379 LG13 4845567 NC024342 A 1 0 0 0
## 10380 LG13 4845856 NC024342 C 1 0 0 0
## 10381 LG13 4846198 NC024342 G 1 0 0 0
## 10382 LG13 4847035 NC024342 C 1 0 0 0
## 10383 LG13 4847115 NC024342 C 1 0 0 0
## 10384 LG13 4847396 NC024342 g 1 0 1 0
## 10385 LG13 4847488 NC024342 G 1 0 1 0
## 10386 LG13 4847499 NC024342 G 1 0 0 0
## 10387 LG13 4847776 NC024342 g 1 0 0 0
## 10388 LG13 4847907 NC024342 a 1 0 0 0
## 10389 LG13 4847945 NC024342 t 1 0 1 0
## 10390 LG13 4847987 NC024342 t 1 0 0 0
## 10391 LG13 4847989 NC024342 c 1 0 1 0
## 10392 LG13 4848430 NC024342 A 1 0 0 0
## 10393 LG13 4848574 NC024342 G 1 0 0 0
## 10394 LG13 4848648 NC024342 T 1 0 0 0
## 10395 LG13 4848769 NC024342 g 1 0 1 0
## 10396 LG13 4849074 NC024342 T 1 0 0 0
## 10397 LG13 4849788 NC024342 C 1 0 1 0
## 10398 LG13 4849819 NC024342 C 1 0 1 0
## 10399 LG13 4849824 NC024342 A 1 0 0 0
## 10400 LG13 4850049 NC024342 g 1 0 1 0
## 10401 LG13 4850525 NC024342 G 1 0 1 0
## 10402 LG13 4850529 NC024342 T 1 0 0 0
## 10403 LG13 4851207 NC024342 T 1 0 0 0
## 10404 LG13 4851284 NC024342 A 1 0 0 0
## 10405 LG13 4851325 NC024342 C 1 0 0 0
## 10406 LG13 4851408 NC024342 C 1 0 0 0
## 10407 LG13 4851415 NC024342 A 1 0 0 0
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## 26166 LG21 20761256 NC024350 g 0 1 0 0
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## 26168 LG21 20763561 NC024350 C 0 1 0 0
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## 26187 LG21 20777291 NC024350 G 0 1 0 0
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## 26190 LG21 20779250 NC024350 G 0 1 0 0
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## 26192 LG21 20779369 NC024350 A 0 1 0 0
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## 26213 LG21 20802367 NC024350 C 0 1 0 0
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## 26216 LG21 20804602 NC024350 A 0 1 0 0
## 26217 LG21 20804625 NC024350 A 0 1 0 0
## 26218 LG21 20805652 NC024350 C 0 1 0 0
## 26219 LG21 20806039 NC024350 a 0 1 0 0
## 26612 LG22 14754402 NC024351 G 0 1 0 0
## 26613 LG22 14768927 NC024351 C 0 1 0 0
## 26614 LG22 14774306 NC024351 G 0 1 0 0
## 26615 LG22 14774307 NC024351 C 0 1 0 0
## 26746 LG23 16012610 NC024352 a 0 1 0 0
## 18858 LG4 9367601 NC024333 G 0 1 0 1
## 18859 LG4 9368993 NC024333 G 0 1 1 1
## 18860 LG4 9369384 NC024333 C 0 1 1 1
## 18861 LG4 9369462 NC024333 G 0 1 1 1
## 18862 LG4 9369557 NC024333 C 0 1 1 1
## 18863 LG4 9369765 NC024333 T 0 1 1 1
## 18864 LG4 9369778 NC024333 G 0 1 1 1
## 18865 LG4 9369927 NC024333 C 0 1 0 1
## 18866 LG4 9369946 NC024333 A 0 1 0 1
## 18868 LG4 9370422 NC024333 a 0 1 0 1
## 22872 LG14 7985399 NC024343 G 0 1 0 1
## 22873 LG14 7985759 NC024343 A 0 1 0 1
## 24310 LG16 2445870 NC024345 a 0 1 0 1
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 78 0.000000050 0.000061980 0.004153550 0.003197360 ENSPREG00000013671
## 79 0.000000080 0.000287100 0.343805830 0.028959750 ENSPREG00000013671
## 80 0.000000010 0.000009920 0.000851450 0.001043430 ENSPREG00000013671
## 81 0.000000001 0.000015180 0.707379860 0.005714210 ENSPREG00000013671
## 82 0.000000020 0.005904210 0.150004000 0.003459990 ENSPREG00000013671
## 83 0.000000001 0.013419000 0.000012420 0.016956200 ENSPREG00000013671
## 180 0.000000130 0.073857690 0.135432850 0.001054600 ENSPREG00000016365
## 181 0.000000030 0.369579530 0.035671480 0.003066050 ENSPREG00000016365
## 182 0.000000010 0.300850060 0.071975150 0.000100180 ENSPREG00000016365
## 183 0.000000090 0.305489460 0.539539000 0.215956290 ENSPREG00000016365
## 184 0.000000001 0.005416280 0.165619320 0.056648570 ENSPREG00000016365
## 185 0.000000001 0.005601810 0.397958930 0.047491880 ENSPREG00000016365
## 186 0.000000001 0.000109200 0.077436490 0.031000560 ENSPREG00000016365
## 187 0.000000001 0.371077290 0.998155260 0.032551280 ENSPREG00000016365
## 469 0.000000010 0.051067090 0.366722210 0.025736770 ENSPREG00000004053
## 488 0.000000040 0.693952050 0.654100240 0.638517600 ENSPREG00000006159
## 489 0.000000070 0.134397290 0.512746480 0.162484980 ENSPREG00000006159
## 490 0.000000001 0.820606830 0.838824220 0.142032270 ENSPREG00000006159
## 492 0.000000060 0.426900550 0.298931900 0.961681760 ENSPREG00000008458
## 507 0.000000110 0.001160730 0.000664960 0.163560900 ENSPREG00000009213
## 508 0.000000060 0.544353340 0.006030400 0.922608630 ENSPREG00000009213
## 864 0.000000010 0.116181470 0.633709670 0.682523190 ENSPREG00000002269
## 865 0.000000020 0.214520860 0.206985700 0.878113240 ENSPREG00000002269
## 866 0.000000060 0.012876740 0.266092050 0.023076880 ENSPREG00000002269
## 867 0.000000070 0.009080270 0.674924120 0.474450900 ENSPREG00000002269
## 868 0.000000010 0.004650080 0.126457410 0.700685440 ENSPREG00000002269
## 897 0.000000040 0.000000180 0.138471030 0.009525600 ENSPREG00000008811
## 898 0.000000090 0.000000170 0.170910540 0.004970860 ENSPREG00000008811
## 899 0.000000120 0.016853160 0.063973440 0.496185230 ENSPREG00000008811
## 1074 0.000000010 0.000888620 0.056128150 0.000010900 ENSPREG00000004177
## 1101 0.000000110 0.000509800 0.091348160 0.038633420 ENSPREG00000005953
## 1333 0.000000060 0.000493800 0.037490300 0.142849340 ENSPREG00000022779
## 1334 0.000000020 0.000751210 0.110055260 0.046513620 ENSPREG00000022779
## 1335 0.000000020 0.000660230 0.114056630 0.054736510 ENSPREG00000022779
## 1336 0.000000010 0.001287480 0.123203860 0.051816950 ENSPREG00000022779
## 1337 0.000000060 0.082300800 0.000667300 0.024514510 ENSPREG00000022779
## 1338 0.000000070 0.149544820 0.048771340 0.011207720 ENSPREG00000022779
## 1339 0.000000090 0.032386470 0.318461920 0.003249700 ENSPREG00000022779
## 1431 0.000000040 0.026754590 0.085762450 0.831946640 ENSPREG00000008541
## 1432 0.000000080 0.047396880 0.037444870 0.042079550 ENSPREG00000008541
## 1459 0.000000040 0.160589680 0.004303510 0.611379450 ENSPREG00000009044
## 1693 0.000000070 0.004007070 0.841076190 0.873326330 ENSPREG00000008971
## 1694 0.000000180 0.000000190 0.579060470 0.260501590 ENSPREG00000008971
## 1695 0.000000020 0.000082290 0.330107980 0.816719330 ENSPREG00000008971
## 1727 0.000000050 0.000530740 0.039063830 0.330603830 ENSPREG00000009248
## 1746 0.000000010 0.000153170 0.791348770 0.655576050 ENSPREG00000014272
## 1747 0.000000010 0.010590820 0.004362650 0.445677850 ENSPREG00000015627
## 1748 0.000000001 0.010055440 0.007479760 0.715595340 ENSPREG00000015627
## 1749 0.000000001 0.016816040 0.010479860 0.957859410 ENSPREG00000015627
## 2179 0.000000050 0.000191090 0.151628790 0.983231780 ENSPREG00000003791
## 2266 0.000000010 0.001107930 0.683288510 0.765811390 ENSPREG00000001917
## 2267 0.000000010 0.000000420 0.001242270 0.010453330 ENSPREG00000002035
## 2525 0.000000060 0.000697930 0.866395150 0.626297730 ENSPREG00000017867
## 2526 0.000000100 0.001353900 0.918158180 0.629884810 ENSPREG00000017867
## 2527 0.000000090 0.001356700 0.515333270 0.697167100 ENSPREG00000017867
## 2528 0.000000110 0.001429680 0.174927980 0.107157200 ENSPREG00000017867
## 2529 0.000000001 0.000011600 0.850544890 0.362202680 ENSPREG00000017867
## 2530 0.000000130 0.037449710 0.971172020 0.012537180 ENSPREG00000017867
## 2531 0.000000130 0.040113040 0.220056700 0.601783330 ENSPREG00000017867
## 2532 0.000000001 0.000347790 0.559767830 0.868972180 ENSPREG00000017867
## 2533 0.000000100 0.015164890 0.365285340 0.318224900 ENSPREG00000017867
## 2534 0.000000130 0.003823550 0.735138180 0.370397360 ENSPREG00000017867
## 2535 0.000000001 0.001478420 0.977433930 0.268009310 ENSPREG00000017867
## 2536 0.000000060 0.007423210 0.130984050 0.688046620 ENSPREG00000017867
## 2537 0.000000040 0.007419600 0.163585430 0.788590530 ENSPREG00000017867
## 2580 0.000000110 0.000009630 0.228101460 0.186133720 ENSPREG00000020560
## 2581 0.000000040 0.000012060 0.426950630 0.174080240 ENSPREG00000020560
## 2582 0.000000010 0.135590830 0.258127330 0.202333000 ENSPREG00000020560
## 2583 0.000000040 0.000049060 0.037373210 0.009122430 ENSPREG00000020560
## 2584 0.000000030 0.000101050 0.063552410 0.009898450 ENSPREG00000020560
## 2585 0.000000050 0.000081830 0.027194950 0.053277120 ENSPREG00000020560
## 2730 0.000000100 0.000000230 0.004562700 0.000618950 ENSPREG00000007961
## 2861 0.000000040 0.017352350 0.458232280 0.104834150 ENSPREG00000005367
## 2862 0.000000090 0.084772420 0.354948220 0.028423250 ENSPREG00000005367
## 2996 0.000000050 0.656693310 0.144578220 0.994426300 ENSPREG00000003839
## 2997 0.000000050 0.315315950 0.134902760 0.010920570 ENSPREG00000003839
## 3115 0.000000020 0.273338610 0.175670670 0.013894060 ENSPREG00000000771
## 3123 0.000000110 0.075433310 0.348395860 0.158872620 ENSPREG00000001690
## 3124 0.000000170 0.008237900 0.125516400 0.015473380 ENSPREG00000001690
## 3125 0.000000230 0.000045450 0.985182990 0.014562820 ENSPREG00000001690
## 3173 0.000000110 0.323346840 0.632975140 0.190639000 ENSPREG00000007804
## 3174 0.000000040 0.988384550 0.685585940 0.434914320 ENSPREG00000007804
## 3175 0.000000010 0.392458540 0.038943670 0.005177030 ENSPREG00000007804
## 3176 0.000000001 0.267461090 0.059456200 0.010283210 ENSPREG00000007804
## 3177 0.000000001 0.203986250 0.055704230 0.035376150 ENSPREG00000007804
## 3178 0.000000001 0.044370450 0.170725280 0.166607370 ENSPREG00000007804
## 3179 0.000000020 0.053345640 0.133052230 0.267565130 ENSPREG00000007804
## 3180 0.000000020 0.380265620 0.419085110 0.528576330 ENSPREG00000007804
## 3208 0.000000070 0.110109940 0.416793200 0.198646140 ENSPREG00000019704
## 3725 0.000000010 0.000014420 0.719848550 0.576634950 ENSPREG00000006443
## 3868 0.000000150 0.000597100 0.023270570 0.072190690 ENSPREG00000017999
## 4436 0.000000050 0.128074260 0.890221610 0.715530500 ENSPREG00000017717
## 4437 0.000000010 0.017717580 0.027903100 0.000240980 ENSPREG00000017717
## 4438 0.000000010 0.544161180 0.091848460 0.006594980 ENSPREG00000017717
## 4439 0.000000160 0.028443440 0.029402060 0.772848670 ENSPREG00000017717
## 4440 0.000000070 0.201503080 0.019511590 0.988971260 ENSPREG00000017717
## 4441 0.000000020 0.137522780 0.036718460 0.928461390 ENSPREG00000017717
## 4442 0.000000030 0.000622900 0.161224920 0.176191900 ENSPREG00000017717
## 4443 0.000000001 0.003419220 0.339422520 0.011953560 ENSPREG00000017717
## 4444 0.000000001 0.000503290 0.068868930 0.006784260 ENSPREG00000017717
## 4445 0.000000110 0.000241870 0.440769680 0.050965000 ENSPREG00000017717
## 4489 0.000000010 0.198239130 0.577632630 0.242497570 ENSPREG00000018075
## 4954 0.000000050 0.000047870 0.000647230 0.002285180 ENSPREG00000007900
## 4955 0.000000160 0.000006460 0.084129830 0.000002120 ENSPREG00000007900
## 4956 0.000000100 0.000000630 0.002066750 0.000013630 ENSPREG00000007900
## 4957 0.000000140 0.000000001 0.004363970 0.000551580 ENSPREG00000007900
## 4958 0.000000010 0.000000001 0.004953360 0.001106470 ENSPREG00000007900
## 6213 0.000000001 0.056038440 0.004845110 0.200980220 ENSPREG00000008623
## 6214 0.000000001 0.053402720 0.116910910 0.632637820 ENSPREG00000008623
## 6215 0.000000001 0.010940250 0.354878540 0.532073250 ENSPREG00000008623
## 6216 0.000000001 0.060356640 0.000280640 0.642006650 ENSPREG00000008623
## 6217 0.000000010 0.024883580 0.000000001 0.251920370 ENSPREG00000008623
## 6218 0.000000010 0.031402370 0.000000140 0.905012750 ENSPREG00000008623
## 6219 0.000000001 0.090313140 0.000003950 0.961540960 ENSPREG00000008623
## 6220 0.000000001 0.401392930 0.000007250 0.719182040 ENSPREG00000008623
## 6221 0.000000001 0.000981670 0.000000890 0.355804300 ENSPREG00000008623
## 6222 0.000000001 0.045144480 0.000000001 0.981277460 ENSPREG00000008623
## 6223 0.000000001 0.146780480 0.000030610 0.302958550 ENSPREG00000008623
## 6224 0.000000080 0.002169490 0.000000010 0.494861620 ENSPREG00000008623
## 6225 0.000000001 0.056908670 0.000005890 0.963401880 ENSPREG00000008623
## 6226 0.000000020 0.723844290 0.000000550 0.397154130 ENSPREG00000008623
## 6227 0.000000001 0.441471180 0.000009370 0.448130390 ENSPREG00000008623
## 6228 0.000000001 0.236790040 0.085192770 0.421054990 ENSPREG00000008623
## 6229 0.000000001 0.457417520 0.000065630 0.363718360 ENSPREG00000008623
## 6230 0.000000020 0.106492250 0.032845680 0.944694060 ENSPREG00000008623
## 6231 0.000000040 0.044930240 0.000078180 0.423380580 ENSPREG00000008623
## 6232 0.000000020 0.483220410 0.000027080 0.451218920 ENSPREG00000008623
## 6233 0.000000001 0.025499560 0.000447790 0.494278710 ENSPREG00000008623
## 6234 0.000000030 0.056864150 0.000144010 0.890846230 ENSPREG00000008623
## 6235 0.000000020 0.191065590 0.000038160 0.712041660 ENSPREG00000008623
## 6236 0.000000001 0.148295020 0.000254050 0.501431990 ENSPREG00000008623
## 6237 0.000000001 0.000148100 0.000005580 0.001847080 ENSPREG00000008623
## 6238 0.000000001 0.000332780 0.000082070 0.496223640 ENSPREG00000008623
## 6239 0.000000040 0.151885680 0.008914680 0.815498610 ENSPREG00000008623
## 6240 0.000000001 0.047436130 0.000011100 0.642493480 ENSPREG00000008623
## 6241 0.000000001 0.082670390 0.000006580 0.712949040 ENSPREG00000008623
## 6242 0.000000001 0.043350150 0.000005760 0.856186900 ENSPREG00000008623
## 6243 0.000000001 0.293891760 0.000002450 0.660135810 ENSPREG00000008623
## 6244 0.000000001 0.004988940 0.002844820 0.414940320 ENSPREG00000008623
## 6245 0.000000001 0.019359430 0.000790380 0.168656560 ENSPREG00000008623
## 6246 0.000000001 0.014242830 0.000003610 0.791900510 ENSPREG00000008623
## 6247 0.000000001 0.009350300 0.000000840 0.612227710 ENSPREG00000008623
## 6248 0.000000001 0.079374050 0.000000110 0.433008840 ENSPREG00000008623
## 6249 0.000000001 0.293511260 0.000000020 0.848004850 ENSPREG00000008623
## 8312 0.000000050 0.701291140 0.000000880 0.219277100 ENSPREG00000010341
## 8313 0.000000001 0.389840370 0.000000110 0.084339040 ENSPREG00000010341
## 8314 0.000000001 0.572283400 0.000000010 0.859946160 ENSPREG00000010341
## 8315 0.000000001 0.375086520 0.000090840 0.565402030 ENSPREG00000010341
## 8316 0.000000001 0.372143670 0.000000030 0.175592530 ENSPREG00000010341
## 8317 0.000000001 0.725730930 0.000000060 0.918009420 ENSPREG00000010341
## 8318 0.000000060 0.301680400 0.000000001 0.429404170 ENSPREG00000010341
## 8319 0.000000090 0.929926690 0.000004890 0.428573390 ENSPREG00000010341
## 8320 0.000000001 0.010416750 0.004880410 0.143870530 ENSPREG00000010341
## 8321 0.000000001 0.117901200 0.001076600 0.051902060 ENSPREG00000010341
## 8322 0.000000010 0.331732500 0.000476380 0.514070750 ENSPREG00000010341
## 8323 0.000000020 0.002315600 0.000545370 0.710095810 ENSPREG00000010341
## 8324 0.000000001 0.205516400 0.006433590 0.942989820 ENSPREG00000010341
## 8325 0.000000010 0.000110260 0.261066660 0.221476890 ENSPREG00000010341
## 8326 0.000000001 0.364307740 0.002352920 0.960343660 ENSPREG00000010341
## 8327 0.000000001 0.017126140 0.017655930 0.864505720 ENSPREG00000010341
## 8328 0.000000001 0.070580780 0.121576240 0.195470210 ENSPREG00000010341
## 8329 0.000000001 0.027817050 0.000252390 0.854687800 ENSPREG00000010341
## 8330 0.000000001 0.029014070 0.000491200 0.912494580 ENSPREG00000010341
## 8331 0.000000001 0.001698160 0.432400200 0.859892700 ENSPREG00000010341
## 8332 0.000000001 0.008498120 0.305699820 0.490742960 ENSPREG00000010341
## 8333 0.000000030 0.626036880 0.167072950 0.003048490 ENSPREG00000010341
## 8334 0.000000001 0.619474530 0.045934220 0.003252950 ENSPREG00000010341
## 10366 0.000000001 0.518666170 0.000000001 0.751789430 ENSPREG00000011782
## 10368 0.000000001 0.914316430 0.000000001 0.726762040 ENSPREG00000011782
## 10370 0.000000001 0.778598830 0.000000001 0.880825070 ENSPREG00000011782
## 10372 0.000000001 0.099167320 0.000000040 0.321794940 ENSPREG00000011782
## 10373 0.000000070 0.278274060 0.000000090 0.801846900 ENSPREG00000011782
## 10374 0.000000020 0.577160100 0.000000010 0.746172600 ENSPREG00000011782
## 10375 0.000000001 0.019765440 0.000000190 0.280174480 ENSPREG00000011782
## 10376 0.000000001 0.000956890 0.000000220 0.995074900 ENSPREG00000011782
## 10377 0.000000001 0.000023570 0.000000470 0.557196930 ENSPREG00000011782
## 10378 0.000000001 0.254551780 0.000004190 0.231838430 ENSPREG00000011782
## 10379 0.000000001 0.402100010 0.000001270 0.369009500 ENSPREG00000011782
## 10380 0.000000020 0.019598180 0.085060470 0.144494530 ENSPREG00000011782
## 10381 0.000000010 0.000923430 0.509961530 0.003965490 ENSPREG00000011782
## 10382 0.000000040 0.102152480 0.002681610 0.715032110 ENSPREG00000011782
## 10383 0.000000050 0.368115230 0.000004780 0.070195520 ENSPREG00000011782
## 10384 0.000000001 0.011559230 0.000000020 0.430458060 ENSPREG00000011782
## 10385 0.000000020 0.545313310 0.000000001 0.345679230 ENSPREG00000011782
## 10386 0.000000030 0.328792440 0.007350230 0.325359280 ENSPREG00000011782
## 10387 0.000000040 0.163278330 0.000000440 0.409728100 ENSPREG00000011782
## 10388 0.000000001 0.040204770 0.320641640 0.977435720 ENSPREG00000011782
## 10389 0.000000001 0.042666270 0.000000010 0.709664210 ENSPREG00000011782
## 10390 0.000000080 0.119302190 0.444167340 0.934803030 ENSPREG00000011782
## 10391 0.000000001 0.078665380 0.000000050 0.392016690 ENSPREG00000011782
## 10392 0.000000020 0.011211260 0.000006550 0.552006380 ENSPREG00000011782
## 10393 0.000000001 0.063428860 0.000257680 0.282527780 ENSPREG00000011782
## 10394 0.000000001 0.040169710 0.000704510 0.833272830 ENSPREG00000011782
## 10395 0.000000030 0.799796110 0.000000001 0.288611400 ENSPREG00000011782
## 10396 0.000000020 0.685311520 0.000017480 0.038993100 ENSPREG00000011782
## 10397 0.000000030 0.043613780 0.000000010 0.420404420 ENSPREG00000011782
## 10398 0.000000010 0.016886340 0.000000050 0.614380360 ENSPREG00000011782
## 10399 0.000000060 0.397933120 0.002568300 0.262542280 ENSPREG00000011782
## 10400 0.000000140 0.037815610 0.000000030 0.707666690 ENSPREG00000011782
## 10401 0.000000001 0.016357340 0.000000001 0.868875020 ENSPREG00000011782
## 10402 0.000000001 0.399431800 0.000049920 0.889069750 ENSPREG00000011782
## 10403 0.000000001 0.110628750 0.001113940 0.806523560 ENSPREG00000011782
## 10404 0.000000001 0.003605010 0.000009580 0.102158370 ENSPREG00000011782
## 10405 0.000000010 0.128662220 0.001386800 0.299155970 ENSPREG00000011782
## 10406 0.000000010 0.026796100 0.000449930 0.422720400 ENSPREG00000011782
## 10407 0.000000001 0.002640560 0.000001570 0.943009110 ENSPREG00000011782
## 10408 0.000000001 0.004690580 0.000001060 0.831523640 ENSPREG00000011782
## 10409 0.000000001 0.073297350 0.003588270 0.796283920 ENSPREG00000011782
## 10410 0.000000001 0.010876900 0.000000670 0.838626980 ENSPREG00000011782
## 10411 0.000000010 0.026741420 0.000183130 0.405684570 ENSPREG00000011782
## 10412 0.000000090 0.098457880 0.000084980 0.340474730 ENSPREG00000011782
## 10413 0.000000020 0.038662370 0.000023070 0.590906470 ENSPREG00000011782
## 10414 0.000000001 0.042053460 0.009684940 0.128423440 ENSPREG00000011782
## 12172 0.000000040 0.372667080 0.000000090 0.894126480 ENSPREG00000022573
## 12173 0.000000070 0.657330490 0.057625710 0.988604810 ENSPREG00000022573
## 12174 0.000000060 0.664853590 0.000000001 0.560623570 ENSPREG00000022573
## 12175 0.000000050 0.300106450 0.000043680 0.655403560 ENSPREG00000022573
## 12176 0.000000100 0.928585310 0.000000200 0.763343800 ENSPREG00000022573
## 12177 0.000000110 0.315500090 0.000004330 0.283672600 ENSPREG00000022573
## 12193 0.000000090 0.720591100 0.000000001 0.051910180 ENSPREG00000022759
## 12199 0.000000110 0.848312750 0.000000780 0.987509480 ENSPREG00000022797
## 12235 0.000000020 0.163138960 0.155531310 0.077657470 ENSPREG00000001609
## 12236 0.000000020 0.593748290 0.246462550 0.243597470 ENSPREG00000001609
## 12237 0.000000050 0.112450620 0.113092610 0.674221250 ENSPREG00000001609
## 12257 0.000000120 0.017249470 0.000000001 0.341829590 ENSPREG00000002366
## 12258 0.000000050 0.931938780 0.000000070 0.221025380 ENSPREG00000002366
## 12259 0.000000010 0.437715400 0.000000560 0.702232060 ENSPREG00000002366
## 12260 0.000000020 0.756041560 0.000009240 0.691334270 ENSPREG00000002366
## 12261 0.000000080 0.952846280 0.000017860 0.773184370 ENSPREG00000002366
## 12262 0.000000100 0.921807250 0.000006110 0.638588050 ENSPREG00000002366
## 12263 0.000000120 0.073119600 0.000003300 0.950224120 ENSPREG00000002366
## 12264 0.000000040 0.671588180 0.000000350 0.166818540 ENSPREG00000002366
## 12265 0.000000100 0.096412600 0.000000020 0.649350040 ENSPREG00000002366
## 12266 0.000000120 0.591190740 0.000002240 0.503308830 ENSPREG00000002366
## 12267 0.000000040 0.520007510 0.000000040 0.461803910 ENSPREG00000002366
## 12268 0.000000100 0.012408960 0.000000460 0.663019110 ENSPREG00000002366
## 12269 0.000000120 0.020653610 0.000000001 0.329502540 ENSPREG00000002366
## 12270 0.000000120 0.073111380 0.000001640 0.541213140 ENSPREG00000002366
## 12271 0.000000140 0.080020940 0.000001000 0.329635640 ENSPREG00000002366
## 12272 0.000000080 0.503832260 0.000000500 0.870125130 ENSPREG00000002366
## 12306 0.000000090 0.000000040 0.148989450 0.391681280 ENSPREG00000004332
## 12307 0.000000110 0.958717060 0.000000001 0.315079420 ENSPREG00000004332
## 12348 0.000000060 0.000098080 0.765478190 0.349460860 ENSPREG00000006590
## 12349 0.000000120 0.000017080 0.707237290 0.483076010 ENSPREG00000006590
## 12350 0.000000060 0.000000050 0.083525310 0.974482750 ENSPREG00000006590
## 12987 0.000000130 0.000206190 0.263094840 0.166822260 ENSPREG00000010094
## 13130 0.000000130 0.002841990 0.062585650 0.264366220 ENSPREG00000013600
## 13620 0.000000110 0.000044990 0.824945300 0.000066400 ENSPREG00000017857
## 13664 0.000000150 0.000068040 0.008253960 0.138358890 ENSPREG00000019238
## 13665 0.000000100 0.039315470 0.303630650 0.303195380 ENSPREG00000019238
## 13666 0.000000030 0.000080050 0.020497370 0.027413000 ENSPREG00000019238
## 13667 0.000000001 0.000300980 0.031949540 0.539351060 ENSPREG00000019238
## 13668 0.000000100 0.028924830 0.636339330 0.376800470 ENSPREG00000019238
## 13669 0.000000140 0.000687420 0.482246790 0.186330820 ENSPREG00000019588
## 13915 0.000000170 0.535745950 0.609540200 0.171193010 ENSPREG00000016306
## 13917 0.000000001 0.398319410 0.521984570 0.221013570 ENSPREG00000016306
## 13919 0.000000010 0.895339080 0.151078630 0.004264330 ENSPREG00000016306
## 13996 0.000000010 0.000002170 0.000253220 0.000262750 ENSPREG00000014625
## 14276 0.000000001 0.000012110 0.101699260 0.006047960 ENSPREG00000020143
## 14277 0.000000001 0.000003740 0.023979790 0.000910830 ENSPREG00000020143
## 14311 0.000000060 0.025435490 0.002364360 0.000190060 ENSPREG00000001337
## 14312 0.000000160 0.445290920 0.448088980 0.035755610 ENSPREG00000001337
## 15281 0.000000140 0.231532650 0.212035260 0.505503420 ENSPREG00000005869
## 15282 0.000000160 0.049903800 0.025109080 0.127388150 ENSPREG00000005869
## 15283 0.000000030 0.052457920 0.000402950 0.004542350 ENSPREG00000005869
## 15644 0.000000110 0.005137440 0.581727160 0.059971810 ENSPREG00000004341
## 15645 0.000000120 0.009353720 0.040656180 0.346811680 ENSPREG00000004341
## 15646 0.000000100 0.000000030 0.462530270 0.312058290 ENSPREG00000004341
## 15647 0.000000130 0.000000020 0.151070410 0.409521910 ENSPREG00000004341
## 15648 0.000000160 0.050976860 0.768155570 0.536574370 ENSPREG00000004341
## 15649 0.000000050 0.012711600 0.729787710 0.532370330 ENSPREG00000004341
## 15650 0.000000070 0.046063180 0.874414420 0.180005620 ENSPREG00000004341
## 15651 0.000000080 0.000639820 0.577313660 0.749019830 ENSPREG00000004341
## 15652 0.000000130 0.011125290 0.010706350 0.004108090 ENSPREG00000004341
## 15904 0.000000001 0.000000001 0.860558240 0.999978400 ENSPREG00000011860
## 15905 0.000000070 0.000008080 0.169915570 0.102251060 ENSPREG00000011860
## 15906 0.000000030 0.000002090 0.548934870 0.999977040 ENSPREG00000011860
## 15907 0.000000070 0.000001930 0.062984200 0.999976850 ENSPREG00000011860
## 15908 0.000000010 0.000003790 0.055748570 0.241746670 ENSPREG00000011860
## 15909 0.000000010 0.000000410 0.514457690 0.218580820 ENSPREG00000011860
## 15910 0.000000001 0.000000001 0.040685610 0.051126980 ENSPREG00000011860
## 15911 0.000000001 0.000012770 0.066566600 0.019859870 ENSPREG00000011860
## 15912 0.000000001 0.000343470 0.052572280 0.017155390 ENSPREG00000011860
## 15913 0.000000010 0.000000030 0.705013910 0.999975660 ENSPREG00000011860
## 15914 0.000000010 0.000000110 0.684587140 0.999978390 ENSPREG00000011860
## 15915 0.000000100 0.000011580 0.749957870 0.999976890 ENSPREG00000011860
## 15916 0.000000010 0.000002130 0.112946440 0.306626690 ENSPREG00000011860
## 15917 0.000000060 0.000000290 0.032588000 0.132157700 ENSPREG00000011860
## 15918 0.000000050 0.000000350 0.091175160 0.999978630 ENSPREG00000011860
## 15919 0.000000001 0.000000001 0.311673900 0.999975330 ENSPREG00000011860
## 15921 0.000000001 0.000000050 0.002281600 0.999977210 ENSPREG00000011860
## 15923 0.000000020 0.000005110 0.004177520 0.999979460 ENSPREG00000011860
## 16252 0.000000080 0.000026490 0.091995460 0.924080770 ENSPREG00000018480
## 16253 0.000000110 0.000042950 0.792494740 0.609513780 ENSPREG00000018480
## 16254 0.000000180 0.000000170 0.902329590 0.399695330 ENSPREG00000018480
## 16255 0.000000140 0.000004590 0.292134450 0.102646480 ENSPREG00000018480
## 16256 0.000000070 0.000007370 0.715527740 0.487686350 ENSPREG00000018480
## 16257 0.000000070 0.000005040 0.616732070 0.184713210 ENSPREG00000018480
## 16258 0.000000050 0.000000190 0.918465590 0.456593860 ENSPREG00000018480
## 16312 0.000000030 0.002560940 0.065129340 0.275635200 ENSPREG00000006572
## 16313 0.000000090 0.000002460 0.017722880 0.078517950 ENSPREG00000006572
## 16314 0.000000070 0.000007960 0.010138260 0.085487410 ENSPREG00000006572
## 16315 0.000000150 0.000002890 0.204541950 0.533450660 ENSPREG00000006572
## 16316 0.000000010 0.000208600 0.154409540 0.112580840 ENSPREG00000006572
## 16317 0.000000190 0.000000040 0.000254740 0.904533920 ENSPREG00000006572
## 16318 0.000000080 0.007950770 0.023214710 0.067357320 ENSPREG00000006572
## 16319 0.000000050 0.000023920 0.166100690 0.263991420 ENSPREG00000006572
## 16320 0.000000100 0.000017020 0.060513750 0.105480870 ENSPREG00000006572
## 16321 0.000000020 0.000000610 0.000029860 0.037916200 ENSPREG00000006572
## 16322 0.000000001 0.000995670 0.017211290 0.410894300 ENSPREG00000006572
## 16323 0.000000010 0.000042960 0.000649730 0.827483250 ENSPREG00000006572
## 16324 0.000000090 0.000000450 0.085404320 0.661098740 ENSPREG00000006572
## 16325 0.000000030 0.000373300 0.463701190 0.201179610 ENSPREG00000006572
## 16326 0.000000170 0.008368200 0.000145450 0.996817650 ENSPREG00000006572
## 16327 0.000000040 0.001357660 0.002355580 0.536888920 ENSPREG00000006572
## 16328 0.000000030 0.001720980 0.439205690 0.003839860 ENSPREG00000006572
## 16329 0.000000030 0.002157950 0.422890170 0.000792320 ENSPREG00000006572
## 16330 0.000000010 0.000220140 0.002526840 0.647076910 ENSPREG00000006572
## 16331 0.000000020 0.000844720 0.014829470 0.536044090 ENSPREG00000006572
## 16332 0.000000001 0.000000810 0.007338570 0.549058750 ENSPREG00000006572
## 16333 0.000000030 0.000008990 0.889940230 0.017297180 ENSPREG00000006572
## 16334 0.000000020 0.000474530 0.155145900 0.226973120 ENSPREG00000006572
## 16335 0.000000070 0.009767680 0.000703340 0.776935920 ENSPREG00000006572
## 16336 0.000000001 0.000253010 0.022406260 0.545687070 ENSPREG00000006572
## 16337 0.000000070 0.016031930 0.028051730 0.130403010 ENSPREG00000006572
## 16338 0.000000180 0.000589040 0.000562630 0.226942540 ENSPREG00000006572
## 16339 0.000000100 0.001075180 0.003021770 0.892932570 ENSPREG00000006572
## 16340 0.000000140 0.003029860 0.006032910 0.848595840 ENSPREG00000006572
## 16341 0.000000010 0.017906730 0.652384670 0.415044170 ENSPREG00000006572
## 16342 0.000000001 0.001686450 0.192288560 0.380695310 ENSPREG00000006572
## 16343 0.000000001 0.000000140 0.036102140 0.022258910 ENSPREG00000006572
## 16344 0.000000001 0.000000910 0.010739880 0.015205510 ENSPREG00000006572
## 16345 0.000000190 0.008464990 0.012410970 0.667566710 ENSPREG00000006572
## 16346 0.000000090 0.000290880 0.000031500 0.279888690 ENSPREG00000006572
## 16347 0.000000001 0.000003810 0.008436490 0.420123120 ENSPREG00000006572
## 16348 0.000000001 0.000034940 0.541057410 0.831499790 ENSPREG00000006572
## 16349 0.000000010 0.000308410 0.103628670 0.155650200 ENSPREG00000006572
## 16350 0.000000010 0.000059710 0.043387580 0.477240720 ENSPREG00000006572
## 16351 0.000000020 0.009840070 0.044210540 0.066826370 ENSPREG00000006572
## 16352 0.000000030 0.000048280 0.026805350 0.951853020 ENSPREG00000006572
## 16353 0.000000060 0.000086190 0.025343030 0.981946200 ENSPREG00000006572
## 16354 0.000000030 0.000101280 0.039619370 0.941686810 ENSPREG00000006572
## 16355 0.000000070 0.000066120 0.192199220 0.982530830 ENSPREG00000006572
## 16356 0.000000001 0.000045430 0.026784590 0.569266810 ENSPREG00000006572
## 16357 0.000000130 0.000200310 0.051695110 0.209677140 ENSPREG00000006572
## 16358 0.000000130 0.001027590 0.017016000 0.384633360 ENSPREG00000006572
## 16359 0.000000060 0.012010380 0.009059950 0.866865060 ENSPREG00000006572
## 16360 0.000000010 0.003061220 0.000052100 0.782384350 ENSPREG00000006572
## 16361 0.000000100 0.001296100 0.017683490 0.059998460 ENSPREG00000006572
## 16362 0.000000060 0.000061990 0.609158890 0.119054930 ENSPREG00000006572
## 16363 0.000000060 0.001056990 0.000006420 0.204606580 ENSPREG00000006572
## 16364 0.000000010 0.000597910 0.000087810 0.942291780 ENSPREG00000006572
## 16365 0.000000001 0.088267380 0.031636640 0.914908640 ENSPREG00000006572
## 16673 0.000000080 0.000000020 0.004470090 0.268619170 ENSPREG00000008053
## 16674 0.000000060 0.000025780 0.003465770 0.003920530 ENSPREG00000008053
## 16675 0.000000130 0.000000001 0.001538880 0.001217800 ENSPREG00000008053
## 16676 0.000000001 0.000000001 0.017597750 0.002892710 ENSPREG00000008053
## 16746 0.000000130 0.740677860 0.579613190 0.252789660 ENSPREG00000001261
## 17106 0.000000170 0.026177780 0.069398700 0.003421110 ENSPREG00000003428
## 17107 0.000000020 0.002566690 0.138402570 0.026920050 ENSPREG00000003428
## 17215 0.000000110 0.000001820 0.000473420 0.020930360 ENSPREG00000012486
## 17220 0.000000070 0.464958550 0.011153720 0.084378010 ENSPREG00000014498
## 17221 0.000000050 0.051354370 0.600652860 0.937223530 ENSPREG00000014534
## 17222 0.000000100 0.861404040 0.090070130 0.556449320 ENSPREG00000014559
## 17223 0.000000010 0.674855500 0.119433190 0.368840380 ENSPREG00000014559
## 17224 0.000000001 0.046640200 0.043666470 0.933635640 ENSPREG00000014579
## 17225 0.000000001 0.004921910 0.084943510 0.650586790 ENSPREG00000014579
## 17232 0.000000130 0.588228440 0.571390370 0.042063280 ENSPREG00000014669
## 17450 0.000000020 0.002529480 0.619913640 0.024261220 ENSPREG00000015185
## 17451 0.000000070 0.051003500 0.585925140 0.000387290 ENSPREG00000015185
## 17452 0.000000010 0.265680870 0.248725970 0.107724530 ENSPREG00000015185
## 17453 0.000000010 0.258065000 0.307681770 0.077292680 ENSPREG00000015185
## 17454 0.000000070 0.064593640 0.361372460 0.056669840 ENSPREG00000015185
## 17455 0.000000130 0.019209480 0.780332290 0.006939790 ENSPREG00000015185
## 17456 0.000000040 0.411225370 0.019268970 0.081440930 ENSPREG00000015185
## 17457 0.000000110 0.235753790 0.030195450 0.071953910 ENSPREG00000015185
## 17458 0.000000001 0.020011510 0.080168420 0.010138950 ENSPREG00000015185
## 17459 0.000000150 0.022465430 0.800592850 0.004719980 ENSPREG00000015185
## 17460 0.000000140 0.007074010 0.124431500 0.011146390 ENSPREG00000015185
## 17461 0.000000040 0.080792230 0.144103300 0.151026770 ENSPREG00000015185
## 17462 0.000000090 0.263295110 0.062087380 0.319069110 ENSPREG00000015185
## 17463 0.000000010 0.001907250 0.769405550 0.009206850 ENSPREG00000015185
## 17464 0.000000010 0.000030970 0.888497440 0.009656490 ENSPREG00000015185
## 17465 0.000000090 0.001137760 0.223989330 0.005856390 ENSPREG00000015185
## 17466 0.000000001 0.009047740 0.230445870 0.124320270 ENSPREG00000015185
## 17467 0.000000070 0.291429430 0.211429270 0.010428540 ENSPREG00000015185
## 17468 0.000000070 0.078470680 0.080443170 0.004478090 ENSPREG00000015185
## 17469 0.000000050 0.404388420 0.977120160 0.022818480 ENSPREG00000015185
## 17470 0.000000160 0.055378130 0.216141630 0.002752960 ENSPREG00000015185
## 17471 0.000000060 0.000568670 0.491110750 0.008019620 ENSPREG00000015185
## 17472 0.000000010 0.005058870 0.788709590 0.026192930 ENSPREG00000015185
## 17525 0.000000130 0.070664380 0.088800700 0.009926450 ENSPREG00000015916
## 17527 0.000000150 0.089770610 0.873682560 0.573232740 ENSPREG00000015925
## 17565 0.000000010 0.000026710 0.334489890 0.002052850 ENSPREG00000017738
## 17566 0.000000010 0.000035620 0.568668500 0.082625300 ENSPREG00000017738
## 17567 0.000000070 0.000214900 0.400621330 0.443593050 ENSPREG00000017738
## 18150 0.000008350 0.000000050 0.530193170 0.166598500 ENSPREG00000016990
## 18151 0.000019440 0.000000001 0.003217830 0.002703530 ENSPREG00000016990
## 18152 0.000149760 0.000000001 0.754616380 0.720309350 ENSPREG00000016990
## 18153 0.000483090 0.000000040 0.000666230 0.005787410 ENSPREG00000016990
## 18154 0.000087720 0.000000010 0.859750230 0.725746060 ENSPREG00000016990
## 18155 0.000161630 0.000000100 0.986133350 0.211969130 ENSPREG00000016990
## 18156 0.000005540 0.000000070 0.020461500 0.548866410 ENSPREG00000016990
## 18157 0.000349800 0.000000001 0.291564690 0.015265780 ENSPREG00000016990
## 18158 0.000423100 0.000000001 0.190595630 0.070928700 ENSPREG00000016990
## 18159 0.000047960 0.000000010 0.418877370 0.001165610 ENSPREG00000016990
## 18160 0.001674290 0.000000001 0.952234280 0.004176260 ENSPREG00000016990
## 18161 0.000137360 0.000000001 0.989826500 0.001145360 ENSPREG00000016990
## 18162 0.000029320 0.000000001 0.913550180 0.001662420 ENSPREG00000016990
## 18163 0.000026140 0.000000001 0.786542230 0.001490440 ENSPREG00000016990
## 18164 0.004837510 0.000000001 0.007185080 0.107232980 ENSPREG00000016990
## 18165 0.000259760 0.000000001 0.654360720 0.014966890 ENSPREG00000016990
## 18166 0.000009490 0.000000001 0.131488020 0.009381630 ENSPREG00000016990
## 18167 0.000085740 0.000000001 0.163034280 0.053046420 ENSPREG00000016990
## 18168 0.000000230 0.000000001 0.499099340 0.665793990 ENSPREG00000016990
## 18169 0.000849760 0.000000001 0.130566420 0.586870870 ENSPREG00000016990
## 18170 0.010373980 0.000000001 0.011657040 0.001732730 ENSPREG00000016990
## 18171 0.000009170 0.000000001 0.305977730 0.073939150 ENSPREG00000016990
## 18172 0.124104250 0.000000050 0.208532850 0.062017590 ENSPREG00000016990
## 18173 0.192069910 0.000000030 0.254107570 0.290307740 ENSPREG00000016990
## 18174 0.319630240 0.000000040 0.381742890 0.377062380 ENSPREG00000016990
## 18175 0.029873820 0.000000030 0.748300690 0.096587850 ENSPREG00000016990
## 18176 0.003743940 0.000000001 0.797272550 0.862379760 ENSPREG00000016990
## 18177 0.002286050 0.000000001 0.340087740 0.593221800 ENSPREG00000016990
## 18178 0.000123190 0.000000001 0.977985140 0.864669870 ENSPREG00000016990
## 18179 0.000928190 0.000000010 0.924565560 0.684578900 ENSPREG00000016990
## 18180 0.000079210 0.000000001 0.045340440 0.008907720 ENSPREG00000016990
## 18181 0.000004150 0.000000001 0.342384910 0.858328710 ENSPREG00000016990
## 18182 0.004619250 0.000000001 0.122807350 0.005340750 ENSPREG00000016990
## 18183 0.000831250 0.000000040 0.022631330 0.001745140 ENSPREG00000016990
## 18184 0.000262290 0.000000001 0.168386200 0.063892350 ENSPREG00000016990
## 18185 0.000000920 0.000000001 0.049853380 0.111034840 ENSPREG00000016990
## 18186 0.000000280 0.000000001 0.155485770 0.010990570 ENSPREG00000016990
## 18187 0.004550060 0.000000001 0.304497440 0.145477020 ENSPREG00000016990
## 18188 0.013653070 0.000000001 0.230504030 0.017391670 ENSPREG00000016990
## 18189 0.000205670 0.000000001 0.281747850 0.456010490 ENSPREG00000016990
## 18190 0.000056190 0.000000001 0.016048780 0.003607300 ENSPREG00000016990
## 18277 0.000021650 0.000000060 0.178350010 0.318503980 ENSPREG00000005385
## 18282 0.002433790 0.000000090 0.000197410 0.217929370 ENSPREG00000008811
## 18283 0.000013260 0.000000110 0.116206960 0.191195570 ENSPREG00000008811
## 18284 0.000000560 0.000000110 0.790715290 0.833170590 ENSPREG00000008811
## 18285 0.000016060 0.000000040 0.014395040 0.583163520 ENSPREG00000008811
## 18286 0.000000560 0.000000001 0.002714590 0.837276580 ENSPREG00000008811
## 18287 0.000007310 0.000000001 0.000099820 0.015594450 ENSPREG00000008811
## 18288 0.000000190 0.000000110 0.000085790 0.001013300 ENSPREG00000008811
## 18289 0.000704420 0.000000010 0.000993170 0.362822090 ENSPREG00000008811
## 18290 0.001026610 0.000000080 0.001239540 0.588954320 ENSPREG00000008811
## 18291 0.000075490 0.000000030 0.038018570 0.026174500 ENSPREG00000008811
## 18292 0.000193860 0.000000110 0.016897440 0.012361280 ENSPREG00000008811
## 18293 0.029202810 0.000000020 0.000001260 0.019061330 ENSPREG00000008811
## 18294 0.021862710 0.000000130 0.000286400 0.087768200 ENSPREG00000008811
## 18295 0.000029820 0.000000001 0.000000070 0.003802960 ENSPREG00000008811
## 18296 0.000008350 0.000000010 0.000000040 0.001033300 ENSPREG00000008811
## 18297 0.000061930 0.000000030 0.000000090 0.002098050 ENSPREG00000008811
## 18298 0.000068290 0.000000020 0.000000290 0.002155600 ENSPREG00000008811
## 18299 0.000015000 0.000000001 0.039804780 0.010398860 ENSPREG00000008811
## 18300 0.000033160 0.000000001 0.033196250 0.002961590 ENSPREG00000008811
## 18760 0.012565050 0.000000070 0.855153620 0.000033480 ENSPREG00000021468
## 18867 0.434360990 0.000000060 0.000003110 0.000001550 ENSPREG00000009673
## 18869 0.852448700 0.000000001 0.003844720 0.000002380 ENSPREG00000009673
## 19577 0.048849200 0.000000080 0.306921790 0.027206110 ENSPREG00000019160
## 19582 0.007864020 0.000000020 0.047459060 0.032010340 ENSPREG00000001917
## 19583 0.000932140 0.000000240 0.102270830 0.382621760 ENSPREG00000001917
## 19587 0.000002640 0.000000010 0.142482140 0.099432640 ENSPREG00000002035
## 19588 0.016126210 0.000000040 0.091105670 0.052441320 ENSPREG00000002035
## 19589 0.000014440 0.000000040 0.425446740 0.004454040 ENSPREG00000002035
## 19711 0.001031960 0.000000060 0.000083850 0.001212930 ENSPREG00000000900
## 19756 0.000590690 0.000000001 0.010303970 0.104924050 ENSPREG00000010040
## 19757 0.000647690 0.000000001 0.005429190 0.990254030 ENSPREG00000010040
## 19758 0.025442940 0.000000010 0.019137490 0.422004500 ENSPREG00000010040
## 19759 0.014751580 0.000000020 0.012289680 0.433358810 ENSPREG00000010040
## 19760 0.000002070 0.000000030 0.113778510 0.634723090 ENSPREG00000010040
## 19761 0.000645530 0.000000140 0.108440510 0.748972660 ENSPREG00000010040
## 19921 0.097703410 0.000000010 0.007751450 0.001425820 ENSPREG00000009779
## 19959 0.198932040 0.000000001 0.459177270 0.714105160 ENSPREG00000011504
## 20049 0.092518960 0.000000090 0.162147810 0.028835750 ENSPREG00000018185
## 20359 0.378813030 0.000000140 0.000277590 0.033627750 ENSPREG00000018674
## 20386 0.000000220 0.000000030 0.381670570 0.265333520 ENSPREG00000012527
## 20387 0.000008480 0.000000120 0.098629000 0.459470720 ENSPREG00000012527
## 20389 0.000042380 0.000000140 0.628389920 0.679822490 ENSPREG00000012946
## 20390 0.000076400 0.000000150 0.931058120 0.849722480 ENSPREG00000012946
## 20902 0.024341730 0.000000020 0.284202550 0.523410220 ENSPREG00000002499
## 20903 0.000849460 0.000000060 0.314367660 0.866681810 ENSPREG00000002499
## 20904 0.000167080 0.000000050 0.770332460 0.549720380 ENSPREG00000002499
## 20905 0.001026160 0.000000050 0.804909980 0.022483470 ENSPREG00000002499
## 20906 0.000069710 0.000000120 0.152795080 0.190912240 ENSPREG00000002499
## 20907 0.061875680 0.000000001 0.933937150 0.980574810 ENSPREG00000002499
## 20908 0.096938790 0.000000020 0.450821630 0.590933910 ENSPREG00000002499
## 20909 0.216398300 0.000000030 0.962862820 0.386813380 ENSPREG00000002499
## 20910 0.008483180 0.000000001 0.497125870 0.834236630 ENSPREG00000002499
## 20911 0.002922950 0.000000070 0.619488460 0.738503610 ENSPREG00000002499
## 20912 0.018335830 0.000000001 0.638568580 0.430353940 ENSPREG00000002499
## 20913 0.000018320 0.000000001 0.164135790 0.871573480 ENSPREG00000002499
## 20914 0.000099190 0.000000001 0.541768510 0.752049040 ENSPREG00000002499
## 20915 0.000791390 0.000000001 0.594761640 0.026283180 ENSPREG00000002499
## 20916 0.021373770 0.000000050 0.984856870 0.961805570 ENSPREG00000002499
## 20917 0.001367070 0.000000060 0.276142760 0.716574290 ENSPREG00000002499
## 20918 0.000610180 0.000000140 0.039259870 0.328999950 ENSPREG00000002499
## 20919 0.000066190 0.000000001 0.635132750 0.695257950 ENSPREG00000002499
## 20920 0.005071310 0.000000001 0.001842330 0.631145550 ENSPREG00000002499
## 20921 0.000019360 0.000000050 0.714498670 0.759823420 ENSPREG00000002499
## 20922 0.000008270 0.000000030 0.916173990 0.815771560 ENSPREG00000002499
## 20923 0.002397000 0.000000080 0.423928680 0.573034040 ENSPREG00000002499
## 20924 0.016423350 0.000000130 0.625148840 0.265406160 ENSPREG00000002499
## 20925 0.006857720 0.000000020 0.347014030 0.065882890 ENSPREG00000002499
## 20926 0.000404990 0.000000001 0.548517230 0.100389340 ENSPREG00000002499
## 20927 0.000616660 0.000000001 0.998561020 0.269762780 ENSPREG00000002499
## 20928 0.002691500 0.000000030 0.966127440 0.200829850 ENSPREG00000002499
## 20929 0.005301660 0.000000020 0.676499350 0.683668110 ENSPREG00000002499
## 20930 0.000178200 0.000000001 0.214645070 0.820475130 ENSPREG00000002499
## 20931 0.005015220 0.000000020 0.479472460 0.152923630 ENSPREG00000002499
## 20932 0.000002650 0.000000001 0.288665450 0.267437780 ENSPREG00000002499
## 20933 0.000000940 0.000000001 0.040903160 0.116480880 ENSPREG00000002499
## 20934 0.001039080 0.000000010 0.328830720 0.797106210 ENSPREG00000002499
## 20935 0.000619270 0.000000001 0.157771770 0.156861000 ENSPREG00000002499
## 20936 0.000158130 0.000000001 0.613565980 0.052835690 ENSPREG00000002499
## 20937 0.009508260 0.000000050 0.263497640 0.675965720 ENSPREG00000002499
## 20938 0.000063480 0.000000150 0.136640520 0.289575660 ENSPREG00000002499
## 20939 0.000751430 0.000000001 0.317851140 0.822427760 ENSPREG00000002499
## 20940 0.000031100 0.000000040 0.157865960 0.838212110 ENSPREG00000002499
## 20941 0.000090100 0.000000140 0.134999040 0.946964860 ENSPREG00000002499
## 20942 0.002718650 0.000000001 0.382348320 0.713661630 ENSPREG00000002499
## 20943 0.000690330 0.000000020 0.938769780 0.241530450 ENSPREG00000002499
## 20944 0.110935910 0.000000050 0.292289070 0.938398110 ENSPREG00000002499
## 20945 0.110661530 0.000000010 0.174811270 0.966235600 ENSPREG00000002499
## 20946 0.004351790 0.000000070 0.672695420 0.044070840 ENSPREG00000002499
## 20947 0.000902180 0.000000001 0.573725360 0.001654110 ENSPREG00000002499
## 20948 0.050855080 0.000000001 0.803109310 0.713608920 ENSPREG00000002499
## 20949 0.007869250 0.000000050 0.206564670 0.401909770 ENSPREG00000002499
## 20950 0.002590440 0.000000001 0.311490710 0.920230440 ENSPREG00000002499
## 20951 0.000001790 0.000000010 0.380878720 0.694312910 ENSPREG00000002499
## 20952 0.002304530 0.000000040 0.027212750 0.613013240 ENSPREG00000002499
## 20953 0.000643660 0.000000001 0.072679160 0.559302770 ENSPREG00000002499
## 20954 0.000000420 0.000000001 0.575533410 0.302489700 ENSPREG00000002499
## 20955 0.000018610 0.000000080 0.021101610 0.811035630 ENSPREG00000002499
## 20956 0.002053080 0.000000080 0.128739520 0.992345300 ENSPREG00000002499
## 20957 0.000450480 0.000000070 0.938173560 0.530081850 ENSPREG00000002499
## 20958 0.000007350 0.000000001 0.172749530 0.094618460 ENSPREG00000002499
## 20959 0.013701450 0.000000030 0.224254040 0.763207160 ENSPREG00000002499
## 20960 0.006933700 0.000000140 0.520962290 0.789517580 ENSPREG00000002499
## 20961 0.242574080 0.000000110 0.029965260 0.619269780 ENSPREG00000002499
## 20962 0.117399740 0.000000001 0.382664400 0.123516470 ENSPREG00000002499
## 20963 0.062884960 0.000000110 0.343924830 0.267243140 ENSPREG00000002499
## 20964 0.952174850 0.000000001 0.605066400 0.042343840 ENSPREG00000002499
## 20965 0.005237060 0.000000040 0.381179400 0.052873680 ENSPREG00000002499
## 20966 0.000436140 0.000000001 0.303527370 0.070607090 ENSPREG00000002499
## 20967 0.000696400 0.000000001 0.392249730 0.052484970 ENSPREG00000002499
## 20968 0.000283630 0.000000001 0.961248590 0.505608110 ENSPREG00000002499
## 20969 0.001299750 0.000000130 0.922502810 0.687407970 ENSPREG00000002499
## 20970 0.017337640 0.000000040 0.528367180 0.360634470 ENSPREG00000002499
## 20971 0.059291770 0.000000140 0.072132370 0.820051700 ENSPREG00000002499
## 20972 0.000100550 0.000000140 0.099287100 0.800999060 ENSPREG00000002499
## 20973 0.067894110 0.000000020 0.364503170 0.746348750 ENSPREG00000002499
## 20974 0.009758240 0.000000001 0.711756800 0.681565710 ENSPREG00000002499
## 20975 0.054357460 0.000000050 0.981504260 0.732772280 ENSPREG00000002499
## 20976 0.006588850 0.000000001 0.638591410 0.581195480 ENSPREG00000002499
## 20977 0.000601270 0.000000001 0.293291600 0.108070000 ENSPREG00000002499
## 21491 0.000004140 0.000000010 0.000242170 0.291020760 ENSPREG00000010000
## 21504 0.000039670 0.000000040 0.000757020 0.000007550 ENSPREG00000010182
## 21505 0.000091360 0.000000001 0.000003230 0.046345470 ENSPREG00000010182
## 21506 0.000016590 0.000000010 0.005876260 0.003138920 ENSPREG00000010182
## 21557 0.000167790 0.000000050 0.686671560 0.055268940 ENSPREG00000007900
## 21558 0.000043100 0.000000130 0.160118550 0.002895290 ENSPREG00000007900
## 21559 0.000119770 0.000000010 0.106787240 0.003281960 ENSPREG00000007900
## 21560 0.004942840 0.000000030 0.074964340 0.003692290 ENSPREG00000007900
## 21561 0.000002870 0.000000001 0.009062100 0.000000670 ENSPREG00000007900
## 21562 0.000000770 0.000000001 0.019351550 0.000001160 ENSPREG00000007900
## 21731 0.020212830 0.000000080 0.019170880 0.287314580 ENSPREG00000002366
## 21732 0.000048850 0.000000040 0.000000070 0.012472150 ENSPREG00000002366
## 21733 0.118444300 0.000000030 0.000391830 0.633716920 ENSPREG00000002366
## 22077 0.000215440 0.000000010 0.858519030 0.441023840 ENSPREG00000004332
## 22078 0.388208920 0.000000060 0.000000190 0.321016590 ENSPREG00000004332
## 22079 0.000245800 0.000000030 0.032119080 0.585500580 ENSPREG00000004332
## 22080 0.000008170 0.000000020 0.304255350 0.495450320 ENSPREG00000004332
## 22081 0.000000670 0.000000001 0.002654560 0.517974410 ENSPREG00000004332
## 22082 0.001953140 0.000000150 0.003216240 0.057433760 ENSPREG00000004332
## 22083 0.000015760 0.000000001 0.062933150 0.314445500 ENSPREG00000004332
## 22084 0.011279350 0.000000070 0.669318270 0.009519390 ENSPREG00000004332
## 22085 0.001128800 0.000000001 0.716607030 0.158740110 ENSPREG00000004332
## 22086 0.002926260 0.000000010 0.236216620 0.326153410 ENSPREG00000004332
## 22087 0.000065140 0.000000090 0.014302200 0.497426910 ENSPREG00000004332
## 22088 0.000224940 0.000000150 0.131602630 0.042917500 ENSPREG00000004332
## 22089 0.000189590 0.000000010 0.766039530 0.163080160 ENSPREG00000004332
## 22090 0.000081080 0.000000040 0.967738330 0.237716590 ENSPREG00000004332
## 22091 0.000154380 0.000000110 0.810813890 0.223555260 ENSPREG00000004332
## 22092 0.000010400 0.000000010 0.015810000 0.554234840 ENSPREG00000004332
## 22093 0.000126310 0.000000010 0.006888300 0.289603570 ENSPREG00000004332
## 22094 0.000068420 0.000000050 0.168535840 0.447003660 ENSPREG00000004332
## 22095 0.000007900 0.000000140 0.526840260 0.124677720 ENSPREG00000004332
## 22096 0.001599800 0.000000001 0.028587220 0.902541220 ENSPREG00000004332
## 22097 0.983450110 0.000000080 0.232764220 0.627363030 ENSPREG00000004332
## 22098 0.000069950 0.000000020 0.037258240 0.251166340 ENSPREG00000004332
## 22099 0.000034020 0.000000130 0.038600060 0.025359040 ENSPREG00000004332
## 22100 0.000348470 0.000000110 0.073071240 0.005192960 ENSPREG00000004332
## 22101 0.000005470 0.000000130 0.000180180 0.171118140 ENSPREG00000004332
## 22102 0.462451720 0.000000020 0.006415110 0.302962440 ENSPREG00000004332
## 22103 0.659839410 0.000000090 0.003029280 0.607043720 ENSPREG00000004332
## 22104 0.000064300 0.000000001 0.006104660 0.857176340 ENSPREG00000004332
## 22105 0.000022010 0.000000001 0.007141740 0.724967190 ENSPREG00000004332
## 22106 0.000014630 0.000000001 0.083341220 0.419955650 ENSPREG00000004332
## 22107 0.000231030 0.000000001 0.057009600 0.026144210 ENSPREG00000004332
## 22108 0.000125640 0.000000010 0.076025480 0.024254680 ENSPREG00000004332
## 22109 0.280598600 0.000000020 0.071120330 0.444990180 ENSPREG00000004332
## 22110 0.797871320 0.000000020 0.000591330 0.750817220 ENSPREG00000004332
## 22111 0.586759390 0.000000070 0.000375300 0.481756720 ENSPREG00000004332
## 22112 0.802206860 0.000000020 0.000006630 0.986672010 ENSPREG00000004332
## 22113 0.465805200 0.000000040 0.000011940 0.158522230 ENSPREG00000004332
## 22114 0.497570620 0.000000001 0.000567680 0.474472690 ENSPREG00000004332
## 22115 0.360297430 0.000000080 0.000401560 0.744500350 ENSPREG00000004332
## 22116 0.000034170 0.000000060 0.049222620 0.835608680 ENSPREG00000004332
## 22117 0.000020380 0.000000001 0.016251140 0.986404720 ENSPREG00000004332
## 22248 0.000092560 0.000000030 0.694063100 0.175483900 ENSPREG00000006590
## 22249 0.000050240 0.000000010 0.259729210 0.477738800 ENSPREG00000006590
## 22250 0.054982250 0.000000120 0.000001810 0.606369480 ENSPREG00000006590
## 22251 0.002172680 0.000000080 0.870234510 0.793388490 ENSPREG00000006590
## 22252 0.002053560 0.000000060 0.773406630 0.011575100 ENSPREG00000006590
## 22253 0.780853500 0.000000080 0.000000010 0.045599730 ENSPREG00000006590
## 22254 0.001479790 0.000000030 0.502155950 0.011009160 ENSPREG00000006590
## 22255 0.000634830 0.000000140 0.854597530 0.067534570 ENSPREG00000006590
## 22256 0.000060970 0.000000020 0.967647060 0.843552880 ENSPREG00000006590
## 22257 0.000490950 0.000000010 0.227773590 0.650715630 ENSPREG00000006590
## 22258 0.000000600 0.000000001 0.435402060 0.124570230 ENSPREG00000006590
## 22259 0.002902590 0.000000090 0.210876930 0.299398940 ENSPREG00000006590
## 22260 0.000686050 0.000000090 0.449819580 0.893822720 ENSPREG00000006590
## 22261 0.000003430 0.000000001 0.371844580 0.430085440 ENSPREG00000006590
## 22262 0.000173400 0.000000080 0.004657620 0.972337930 ENSPREG00000006590
## 22263 0.001358570 0.000000040 0.414490480 0.042299840 ENSPREG00000006590
## 22264 0.015431110 0.000000110 0.213467790 0.033644450 ENSPREG00000006590
## 22265 0.000224910 0.000000010 0.010551320 0.646305740 ENSPREG00000006590
## 22266 0.003258610 0.000000120 1.000000000 0.794408190 ENSPREG00000006590
## 22267 0.000017520 0.000000001 0.064446690 0.366520060 ENSPREG00000006590
## 22268 0.001411360 0.000000010 0.313704530 0.839714970 ENSPREG00000006590
## 22269 0.068783190 0.000000150 0.948623660 0.626541720 ENSPREG00000006590
## 22270 0.021583190 0.000000001 0.787843820 0.788450520 ENSPREG00000006590
## 22271 0.008736680 0.000000001 0.976320650 0.353650270 ENSPREG00000006590
## 22272 0.637184030 0.000000001 0.000000020 0.514190260 ENSPREG00000006590
## 22534 0.039813960 0.000000120 0.385985490 0.164710160 ENSPREG00000010484
## 22535 0.003834330 0.000000010 0.591317340 0.048728590 ENSPREG00000010484
## 22786 0.222759240 0.000000040 0.954202930 0.000739860 ENSPREG00000012987
## 22941 0.059100810 0.000000030 0.498907930 0.000025940 ENSPREG00000021264
## 22994 0.000108430 0.000000060 0.126125100 0.568997700 ENSPREG00000008269
## 23090 0.040310460 0.000000020 0.822287640 0.146937710 ENSPREG00000012582
## 23547 0.001380330 0.000000010 0.020542410 0.295651680 ENSPREG00000014358
## 23548 0.000070810 0.000000110 0.501712660 0.235880580 ENSPREG00000014358
## 23549 0.004814900 0.000000050 0.000931240 0.252454840 ENSPREG00000014358
## 23550 0.000283510 0.000000030 0.000000510 0.111067980 ENSPREG00000014358
## 23551 0.000475710 0.000000110 0.275400110 0.125081990 ENSPREG00000014358
## 23552 0.017148730 0.000000001 0.000362810 0.061568250 ENSPREG00000014358
## 23553 0.026381530 0.000000001 0.000732980 0.057968220 ENSPREG00000014358
## 23554 0.001186080 0.000000001 0.000579960 0.031653960 ENSPREG00000014358
## 23555 0.002842440 0.000000040 0.048307040 0.737704410 ENSPREG00000014358
## 23556 0.002050950 0.000000001 0.123304920 0.705726980 ENSPREG00000014358
## 23557 0.001872780 0.000000001 0.000000030 0.000524450 ENSPREG00000014358
## 23558 0.001177970 0.000000010 0.102501920 0.434603130 ENSPREG00000014358
## 23559 0.004010620 0.000000100 0.002511120 0.165793470 ENSPREG00000014358
## 23560 0.029153900 0.000000030 0.001499670 0.271224480 ENSPREG00000014358
## 23561 0.000122810 0.000000010 0.000149300 0.183305140 ENSPREG00000014358
## 23562 0.012395640 0.000000110 0.000007500 0.061498930 ENSPREG00000014358
## 23563 0.010641860 0.000000020 0.000002240 0.038902280 ENSPREG00000014358
## 23564 0.017564420 0.000000020 0.000000980 0.021542620 ENSPREG00000014358
## 23565 0.152642160 0.000000140 0.000026590 0.051800920 ENSPREG00000014358
## 23566 0.150451040 0.000000080 0.000077220 0.102207710 ENSPREG00000014358
## 23567 0.009092620 0.000000040 0.001608220 0.026564340 ENSPREG00000014358
## 23568 0.153193110 0.000000020 0.000000650 0.021612200 ENSPREG00000014358
## 23569 0.029682730 0.000000020 0.000000840 0.095145630 ENSPREG00000014358
## 23570 0.000002560 0.000000001 0.001862560 0.462314090 ENSPREG00000014358
## 23571 0.004756510 0.000000030 0.000095500 0.753041560 ENSPREG00000014358
## 23572 0.007111830 0.000000040 0.009106760 0.069177070 ENSPREG00000014358
## 23961 0.819932820 0.000000070 0.816953630 0.772640720 ENSPREG00000009180
## 23962 0.537511460 0.000000140 0.566882860 0.715727920 ENSPREG00000009180
## 24010 0.219293810 0.000000001 0.717445790 0.175138530 ENSPREG00000009749
## 24011 0.203966690 0.000000001 0.869783420 0.149772760 ENSPREG00000009749
## 24012 0.947154320 0.000000030 0.026925770 0.750957360 ENSPREG00000009749
## 24013 0.355236900 0.000000010 0.057113140 0.096298380 ENSPREG00000009749
## 24014 0.909170000 0.000000040 0.716111010 0.300074280 ENSPREG00000009749
## 24251 0.001547520 0.000000090 0.001274100 0.362706620 ENSPREG00000022534
## 24309 0.000300730 0.000000001 0.841183600 0.022363260 ENSPREG00000017857
## 24445 0.001230320 0.000000070 0.078007040 0.208142910 ENSPREG00000014625
## 24446 0.000085420 0.000000010 0.047360240 0.590587140 ENSPREG00000014625
## 24447 0.000397780 0.000000100 0.700744560 0.299258170 ENSPREG00000014625
## 24448 0.001816310 0.000000010 0.065791680 0.328269520 ENSPREG00000014625
## 24449 0.025423260 0.000000100 0.001331060 0.001051880 ENSPREG00000014625
## 24450 0.000805950 0.000000170 0.025581270 0.005237740 ENSPREG00000014625
## 24475 0.801849800 0.000000040 0.114298370 0.196793810 ENSPREG00000021266
## 24512 0.000005270 0.000000140 0.000775130 0.000029750 ENSPREG00000009789
## 24793 0.449832000 0.000000130 0.283763220 0.000002530 ENSPREG00000016408
## 24794 0.009351290 0.000000040 0.799999210 0.005311230 ENSPREG00000016408
## 24869 0.077137860 0.000000060 0.451324890 0.000080260 ENSPREG00000021117
## 24870 0.091735880 0.000000090 0.480049860 0.000103750 ENSPREG00000021117
## 24871 0.186793070 0.000000001 0.706241950 0.017720990 ENSPREG00000021117
## 24872 0.000051680 0.000000030 0.837930290 0.000084290 ENSPREG00000021117
## 24873 0.007790160 0.000000190 0.842413470 0.009531490 ENSPREG00000021117
## 24874 0.001406740 0.000000020 0.936089880 0.000195150 ENSPREG00000021117
## 24875 0.001549560 0.000000190 0.841642330 0.000430120 ENSPREG00000021117
## 24876 0.003731450 0.000000010 0.010929230 0.030222130 ENSPREG00000021117
## 24877 0.002631180 0.000000130 0.947248820 0.040657140 ENSPREG00000021117
## 24878 0.002541510 0.000000050 0.843639320 0.036627550 ENSPREG00000021117
## 24879 0.000853770 0.000000030 0.041201090 0.024808010 ENSPREG00000021117
## 24880 0.000526900 0.000000060 0.016764570 0.037338090 ENSPREG00000021117
## 24881 0.001093590 0.000000160 0.478124450 0.021969840 ENSPREG00000021117
## 24882 0.001387580 0.000000130 0.565522450 0.000206480 ENSPREG00000021117
## 24909 0.005641830 0.000000050 0.189553110 0.696169470 ENSPREG00000003084
## 24910 0.000278510 0.000000001 0.303599910 0.774145830 ENSPREG00000003084
## 24911 0.000074280 0.000000030 0.332572150 0.370468010 ENSPREG00000003084
## 24912 0.000187880 0.000000001 0.329427530 0.330418530 ENSPREG00000003084
## 24913 0.000547610 0.000000010 0.237858390 0.607943030 ENSPREG00000003084
## 24914 0.000804300 0.000000010 0.193850360 0.347058330 ENSPREG00000003084
## 24915 0.000252240 0.000000001 0.027345350 0.193677760 ENSPREG00000003084
## 24916 0.000896010 0.000000001 0.031206650 0.419195400 ENSPREG00000003084
## 24917 0.003991950 0.000000001 0.000066170 0.798448310 ENSPREG00000003084
## 24918 0.047874220 0.000000001 0.000399560 0.165899940 ENSPREG00000003084
## 24919 0.017901940 0.000000001 0.000867680 0.148439120 ENSPREG00000003084
## 24920 0.000024610 0.000000130 0.794754580 0.080388440 ENSPREG00000003084
## 24921 0.000061870 0.000000020 0.674672150 0.636713550 ENSPREG00000003084
## 24922 0.000448190 0.000000020 0.402778860 0.143766700 ENSPREG00000003084
## 24923 0.007666190 0.000000001 0.554760620 0.030769340 ENSPREG00000003084
## 24924 0.007048760 0.000000001 0.147872060 0.016795960 ENSPREG00000003084
## 24925 0.320858690 0.000000010 0.228580350 0.211807460 ENSPREG00000003084
## 24926 0.504308420 0.000000001 0.070111930 0.052965530 ENSPREG00000003084
## 24927 0.112942320 0.000000001 0.228752970 0.079934070 ENSPREG00000003084
## 24928 0.161799100 0.000000001 0.119098180 0.105233760 ENSPREG00000003084
## 24929 0.086931060 0.000000050 0.244945370 0.859213600 ENSPREG00000003084
## 24930 0.000008520 0.000000100 0.339004860 0.953174920 ENSPREG00000003250
## 24931 0.000105150 0.000000010 0.223462720 0.981837250 ENSPREG00000003250
## 24982 0.000000440 0.000000070 0.797491870 0.500309030 ENSPREG00000004341
## 25004 0.000050950 0.000000110 0.288309960 0.851506940 ENSPREG00000011860
## 25005 0.000008380 0.000000080 0.238863060 0.001125590 ENSPREG00000011860
## 25006 0.000443180 0.000000110 0.711033820 0.601334620 ENSPREG00000011860
## 25007 0.000000270 0.000000080 0.089820430 0.209697560 ENSPREG00000011860
## 25185 0.000003750 0.000000040 0.001013240 0.405725730 ENSPREG00000018480
## 25186 0.000001180 0.000000160 0.305543010 0.088937480 ENSPREG00000018480
## 25187 0.000001320 0.000000010 0.565612010 0.143123910 ENSPREG00000018480
## 25188 0.000004830 0.000000001 0.000013450 0.004835160 ENSPREG00000018480
## 25189 0.000000730 0.000000150 0.000406580 0.019683240 ENSPREG00000018480
## 25318 0.000430990 0.000000010 0.004283090 0.018898630 ENSPREG00000006572
## 25319 0.000822220 0.000000040 0.006304370 0.089296550 ENSPREG00000006572
## 25494 0.004150040 0.000000020 0.000427520 0.003114290 ENSPREG00000001070
## 25495 0.022906610 0.000000010 0.049511220 0.043665740 ENSPREG00000001070
## 25496 0.007598490 0.000000001 0.080446890 0.142351200 ENSPREG00000001070
## 25497 0.000207350 0.000000020 0.001673640 0.198086480 ENSPREG00000001070
## 25575 0.000371980 0.000000100 0.330360800 0.414022570 ENSPREG00000017070
## 25578 0.000092730 0.000000160 0.053582550 0.640970180 ENSPREG00000020137
## 25711 0.000006820 0.000000001 0.000624430 0.008125790 ENSPREG00000008053
## 25712 0.004077230 0.000000070 0.000031100 0.003657970 ENSPREG00000008053
## 25713 0.002609770 0.000000020 0.000252580 0.024096040 ENSPREG00000008053
## 25714 0.004215410 0.000000020 0.000185500 0.026548200 ENSPREG00000008053
## 25715 0.000003490 0.000000030 0.002037800 0.217395310 ENSPREG00000008053
## 25716 0.000001880 0.000000010 0.003088380 0.256374930 ENSPREG00000008053
## 25717 0.000178670 0.000000060 0.030287860 0.227095700 ENSPREG00000008053
## 25718 0.000290350 0.000000040 0.002516380 0.021791180 ENSPREG00000008053
## 25719 0.002980670 0.000000030 0.467174150 0.210964200 ENSPREG00000008053
## 25720 0.000102240 0.000000001 0.022217490 0.048014220 ENSPREG00000008053
## 25721 0.000173440 0.000000001 0.026616770 0.041263750 ENSPREG00000008053
## 25722 0.000206240 0.000000080 0.248025860 0.910305850 ENSPREG00000008053
## 25723 0.000153320 0.000000020 0.040866020 0.017209580 ENSPREG00000008053
## 25724 0.137813480 0.000000040 0.089969820 0.017828420 ENSPREG00000008053
## 25725 0.000003220 0.000000001 0.000135180 0.001884140 ENSPREG00000008053
## 25726 0.099091880 0.000000010 0.001685560 0.011847490 ENSPREG00000008053
## 25727 0.000437750 0.000000010 0.001721880 0.014112590 ENSPREG00000008053
## 25728 0.000819980 0.000000001 0.002157450 0.024075280 ENSPREG00000008053
## 25729 0.000596490 0.000000001 0.009988880 0.269901230 ENSPREG00000008053
## 25730 0.000116460 0.000000030 0.000570100 0.022984160 ENSPREG00000008053
## 25731 0.000002210 0.000000020 0.000021020 0.001213580 ENSPREG00000008053
## 25732 0.000006700 0.000000001 0.000521720 0.000534620 ENSPREG00000008053
## 25733 0.000014170 0.000000001 0.000118030 0.000133110 ENSPREG00000008053
## 25734 0.000027200 0.000000010 0.000205150 0.000095890 ENSPREG00000008053
## 25735 0.010273350 0.000000120 0.002982590 0.007269520 ENSPREG00000008053
## 25736 0.000326090 0.000000001 0.000600410 0.000638410 ENSPREG00000008053
## 25737 0.000064530 0.000000001 0.000270800 0.000181700 ENSPREG00000008053
## 25738 0.000839440 0.000000001 0.000071820 0.002027930 ENSPREG00000008053
## 25739 0.000248010 0.000000060 0.536934980 0.018236800 ENSPREG00000008053
## 25740 0.000142790 0.000000020 0.259727970 0.003379570 ENSPREG00000008053
## 25741 0.000002500 0.000000020 0.010712440 0.030868220 ENSPREG00000008053
## 25742 0.000077890 0.000000070 0.005731530 0.001798290 ENSPREG00000008053
## 25743 0.000016600 0.000000001 0.000011060 0.000041910 ENSPREG00000008053
## 25744 0.000633360 0.000000030 0.005264860 0.223574810 ENSPREG00000008053
## 25745 0.000877770 0.000000001 0.071944320 0.582174100 ENSPREG00000008053
## 25746 0.000000210 0.000000001 0.001559830 0.017092000 ENSPREG00000008053
## 25747 0.001067030 0.000000001 0.674379220 0.262145560 ENSPREG00000008053
## 25748 0.035780210 0.000000001 0.007224580 0.147585540 ENSPREG00000008053
## 25749 0.045620570 0.000000100 0.000416110 0.000372710 ENSPREG00000008053
## 25750 0.081482680 0.000000001 0.000001320 0.000074060 ENSPREG00000008053
## 25751 0.141136570 0.000000040 0.001680480 0.191491710 ENSPREG00000008053
## 25752 0.000001370 0.000000050 0.074316890 0.055483510 ENSPREG00000008053
## 25753 0.000000370 0.000000001 0.001041260 0.066124470 ENSPREG00000008053
## 25754 0.053460330 0.000000130 0.031367550 0.024037410 ENSPREG00000008053
## 25755 0.000173880 0.000000001 0.000010760 0.000841310 ENSPREG00000008053
## 25756 0.182554190 0.000000001 0.000750460 0.000416920 ENSPREG00000008053
## 25757 0.021055940 0.000000001 0.000854610 0.000672310 ENSPREG00000008053
## 25758 0.029880110 0.000000001 0.000060570 0.000018930 ENSPREG00000008053
## 25759 0.024012720 0.000000001 0.000072850 0.000046340 ENSPREG00000008053
## 25760 0.022783080 0.000000001 0.031103050 0.132565530 ENSPREG00000008053
## 25761 0.022067380 0.000000010 0.012249150 0.018921970 ENSPREG00000008053
## 25762 0.007376590 0.000000001 0.000921460 0.000139580 ENSPREG00000008053
## 25763 0.000000840 0.000000001 0.000131570 0.014313740 ENSPREG00000008053
## 25764 0.010474450 0.000000010 0.000045170 0.000002690 ENSPREG00000008053
## 25765 0.000809270 0.000000001 0.000184670 0.000000200 ENSPREG00000008053
## 26121 0.012319600 0.000000010 0.088340750 0.227539400 ENSPREG00000019012
## 26122 0.025028850 0.000000020 0.146581380 0.123079530 ENSPREG00000019012
## 26123 0.002597370 0.000000110 0.068222200 0.261468070 ENSPREG00000019012
## 26124 0.073537330 0.000000010 0.005743720 0.043424540 ENSPREG00000019012
## 26125 0.002829530 0.000000120 0.874816230 0.350268670 ENSPREG00000019012
## 26126 0.003851450 0.000000060 0.075905680 0.406931420 ENSPREG00000019012
## 26127 0.000145060 0.000000160 0.450697540 0.692616860 ENSPREG00000019012
## 26128 0.000147720 0.000000050 0.037851370 0.114134590 ENSPREG00000019012
## 26129 0.000098460 0.000000030 0.015484430 0.192054980 ENSPREG00000019012
## 26130 0.003103120 0.000000090 0.063995180 0.066366320 ENSPREG00000019012
## 26131 0.004023490 0.000000020 0.489300930 0.767836900 ENSPREG00000019012
## 26132 0.022665970 0.000000060 0.818906450 0.275348030 ENSPREG00000019012
## 26133 0.009397950 0.000000050 0.487127180 0.284492950 ENSPREG00000019012
## 26134 0.000235520 0.000000030 0.262980820 0.289065240 ENSPREG00000019012
## 26135 0.000118340 0.000000001 0.498939120 0.455067780 ENSPREG00000019012
## 26136 0.000106230 0.000000040 0.159217480 0.148918700 ENSPREG00000019012
## 26137 0.028568750 0.000000070 0.856017740 0.575421920 ENSPREG00000019012
## 26138 0.037390160 0.000000050 0.410989340 0.449591020 ENSPREG00000019012
## 26139 0.003919110 0.000000010 0.975287570 0.853830390 ENSPREG00000019012
## 26140 0.001863300 0.000000060 0.245477350 0.321293970 ENSPREG00000019012
## 26141 0.002180580 0.000000001 0.413586030 0.223597670 ENSPREG00000019012
## 26142 0.012072530 0.000000050 0.487800550 0.624138320 ENSPREG00000019012
## 26143 0.000617570 0.000000010 0.896117750 0.302700290 ENSPREG00000019012
## 26144 0.660086860 0.000000050 0.303015840 0.939266080 ENSPREG00000019012
## 26145 0.828116730 0.000000050 0.268012420 0.968504650 ENSPREG00000019012
## 26146 0.907506180 0.000000090 0.498916220 0.924298120 ENSPREG00000019012
## 26147 0.177932270 0.000000130 0.183885390 0.381266250 ENSPREG00000019012
## 26148 0.000297830 0.000000020 0.054659640 0.939114830 ENSPREG00000019012
## 26149 0.036086890 0.000000010 0.120423480 0.051688790 ENSPREG00000019012
## 26150 0.026505110 0.000000030 0.133315630 0.964074390 ENSPREG00000019012
## 26151 0.000091570 0.000000050 0.055295480 0.316873660 ENSPREG00000019012
## 26152 0.005221880 0.000000120 0.984260680 0.545674260 ENSPREG00000019012
## 26153 0.014077350 0.000000001 0.000180930 0.242027290 ENSPREG00000019012
## 26154 0.000815110 0.000000010 0.011494260 0.652173750 ENSPREG00000019012
## 26155 0.021149740 0.000000020 0.025039410 0.455693700 ENSPREG00000019012
## 26156 0.012405170 0.000000140 0.039380840 0.996727940 ENSPREG00000019012
## 26157 0.012432320 0.000000010 0.122909660 0.312963270 ENSPREG00000019012
## 26158 0.003519150 0.000000010 0.218798520 0.596035110 ENSPREG00000019012
## 26159 0.031323920 0.000000010 0.207686550 0.667063980 ENSPREG00000019012
## 26160 0.029181080 0.000000010 0.116214600 0.998111180 ENSPREG00000019012
## 26161 0.168677310 0.000000050 0.003890670 0.295546490 ENSPREG00000019012
## 26162 0.057965120 0.000000070 0.028126720 0.565098590 ENSPREG00000019012
## 26163 0.000369610 0.000000010 0.276126920 0.565292990 ENSPREG00000019012
## 26164 0.001476740 0.000000001 0.544673130 0.390770380 ENSPREG00000019012
## 26165 0.000367890 0.000000001 0.631698560 0.858483830 ENSPREG00000019012
## 26166 0.003390930 0.000000100 0.909646120 0.137789790 ENSPREG00000019012
## 26167 0.007186540 0.000000030 0.866845100 0.128119990 ENSPREG00000019012
## 26168 0.014626190 0.000000001 0.000225640 0.511773640 ENSPREG00000019012
## 26169 0.030952530 0.000000010 0.001491650 0.463331990 ENSPREG00000019012
## 26170 0.031249920 0.000000040 0.002850080 0.582466670 ENSPREG00000019012
## 26171 0.023119390 0.000000040 0.001865740 0.336225870 ENSPREG00000019012
## 26172 0.000329200 0.000000090 0.644113150 0.472673970 ENSPREG00000019012
## 26173 0.005280070 0.000000001 0.886811720 0.806513640 ENSPREG00000019012
## 26174 0.005453370 0.000000001 0.048817110 0.002821700 ENSPREG00000019012
## 26175 0.045388400 0.000000001 0.000811140 0.004107700 ENSPREG00000019012
## 26176 0.002214670 0.000000070 0.414686200 0.593985640 ENSPREG00000019012
## 26177 0.012189930 0.000000140 0.002516670 0.132587730 ENSPREG00000019012
## 26178 0.059883400 0.000000070 0.209113490 0.121713260 ENSPREG00000019012
## 26179 0.000514610 0.000000030 0.846170300 0.965025180 ENSPREG00000019012
## 26180 0.000159350 0.000000001 0.980779240 0.925135900 ENSPREG00000019012
## 26181 0.010504480 0.000000010 0.873680550 0.376578600 ENSPREG00000019012
## 26182 0.000028630 0.000000001 0.277159950 0.023011540 ENSPREG00000019012
## 26183 0.004933540 0.000000001 0.088655860 0.116352640 ENSPREG00000019012
## 26184 0.001443710 0.000000001 0.104984930 0.057735560 ENSPREG00000019012
## 26185 0.004273880 0.000000130 0.093098190 0.560063440 ENSPREG00000019012
## 26186 0.018492610 0.000000100 0.069127970 0.775960560 ENSPREG00000019012
## 26187 0.009410500 0.000000001 0.171096650 0.602878580 ENSPREG00000019012
## 26188 0.016011410 0.000000001 0.255623160 0.464901670 ENSPREG00000019012
## 26189 0.010543840 0.000000010 0.635732680 0.235628310 ENSPREG00000019012
## 26190 0.016885980 0.000000060 0.021547600 0.262420600 ENSPREG00000019012
## 26191 0.027605360 0.000000070 0.080666990 0.578252470 ENSPREG00000019012
## 26192 0.002019220 0.000000001 0.340954340 0.915473690 ENSPREG00000019012
## 26193 0.002431960 0.000000080 0.494387690 0.778754960 ENSPREG00000019012
## 26194 0.004625370 0.000000010 0.259496360 0.902855940 ENSPREG00000019012
## 26195 0.564445140 0.000000100 0.096597550 0.121250200 ENSPREG00000019012
## 26196 0.008063850 0.000000001 0.807925960 0.436247640 ENSPREG00000019012
## 26197 0.001837540 0.000000110 0.835381050 0.161943190 ENSPREG00000019012
## 26198 0.005358200 0.000000060 0.028657810 0.983930520 ENSPREG00000019012
## 26199 0.000494800 0.000000001 0.513425670 0.713920840 ENSPREG00000019012
## 26200 0.000562530 0.000000010 0.586320300 0.816885080 ENSPREG00000019012
## 26201 0.015868790 0.000000001 0.015532870 0.225613890 ENSPREG00000019012
## 26202 0.010947730 0.000000001 0.005279530 0.142503470 ENSPREG00000019012
## 26203 0.093804340 0.000000060 0.000663910 0.106266230 ENSPREG00000019012
## 26204 0.011324610 0.000000060 0.714346820 0.746831940 ENSPREG00000019012
## 26205 0.000356930 0.000000001 0.722755960 0.458984110 ENSPREG00000019012
## 26206 0.004547210 0.000000150 0.599379540 0.315440220 ENSPREG00000019012
## 26207 0.012465650 0.000000001 0.333306600 0.230187340 ENSPREG00000019012
## 26208 0.027711590 0.000000001 0.929664180 0.527572290 ENSPREG00000019012
## 26209 0.031682800 0.000000001 0.693475390 0.617519090 ENSPREG00000019012
## 26210 0.018193100 0.000000001 0.527236210 0.258872480 ENSPREG00000019012
## 26211 0.001888330 0.000000010 0.509708600 0.963749030 ENSPREG00000019012
## 26212 0.013177800 0.000000010 0.675169180 0.219041990 ENSPREG00000019012
## 26213 0.118093740 0.000000010 0.342514850 0.619373210 ENSPREG00000019012
## 26214 0.002377200 0.000000001 0.263361840 0.147823770 ENSPREG00000019012
## 26215 0.012290600 0.000000010 0.000670750 0.001482310 ENSPREG00000019012
## 26216 0.002536980 0.000000001 0.832226130 0.253938690 ENSPREG00000019012
## 26217 0.010428180 0.000000001 0.736448700 0.816664300 ENSPREG00000019012
## 26218 0.013496150 0.000000001 0.040629420 0.913187380 ENSPREG00000019012
## 26219 0.004015380 0.000000140 0.721320580 0.137019210 ENSPREG00000019012
## 26612 0.077702660 0.000000001 0.731732280 0.375306340 ENSPREG00000003584
## 26613 0.100670680 0.000000050 0.015108760 0.664430330 ENSPREG00000003584
## 26614 0.294133100 0.000000030 0.800133500 0.116334210 ENSPREG00000003584
## 26615 0.376349320 0.000000030 0.887793070 0.138515190 ENSPREG00000003584
## 26746 0.139126230 0.000000020 0.967989730 0.347443680 ENSPREG00000015796
## 18858 0.017259800 0.000000050 0.001121550 0.000000001 ENSPREG00000009673
## 18859 0.292308410 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18860 0.554077950 0.000000001 0.000000020 0.000000010 ENSPREG00000009673
## 18861 0.988290490 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18862 0.918331630 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18863 0.092106320 0.000000100 0.000000001 0.000000001 ENSPREG00000009673
## 18864 0.462387850 0.000000001 0.000000001 0.000000001 ENSPREG00000009673
## 18865 0.874825610 0.000000001 0.000001310 0.000000010 ENSPREG00000009673
## 18866 0.756762320 0.000000001 0.000002340 0.000000001 ENSPREG00000009673
## 18868 0.240155360 0.000000001 0.000000190 0.000000170 ENSPREG00000009673
## 22872 0.027720080 0.000000070 0.561135650 0.000000040 ENSPREG00000019084
## 22873 0.636874980 0.000000010 0.961664040 0.000000100 ENSPREG00000019084
## 24310 0.024905480 0.000000030 0.004697770 0.000000090 ENSPREG00000017857
## gene_biotype gene_name
## 78 protein_coding kcnh7
## 79 protein_coding kcnh7
## 80 protein_coding kcnh7
## 81 protein_coding kcnh7
## 82 protein_coding kcnh7
## 83 protein_coding kcnh7
## 180 protein_coding NCKAP5
## 181 protein_coding NCKAP5
## 182 protein_coding NCKAP5
## 183 protein_coding NCKAP5
## 184 protein_coding NCKAP5
## 185 protein_coding NCKAP5
## 186 protein_coding NCKAP5
## 187 protein_coding NCKAP5
## 469 protein_coding ccnyl1
## 488 protein_coding tbc1d4
## 489 protein_coding tbc1d4
## 490 protein_coding tbc1d4
## 492 protein_coding aff3
## 507 protein_coding mfsd9
## 508 protein_coding mfsd9
## 864 protein_coding gpc6b
## 865 protein_coding gpc6b
## 866 protein_coding gpc6b
## 867 protein_coding gpc6b
## 868 protein_coding gpc6b
## 897 protein_coding fmnl2a
## 898 protein_coding fmnl2a
## 899 protein_coding fmnl2a
## 1074 protein_coding GLO1
## 1101 protein_coding rbpms2a
## 1333 protein_coding si:ch211-150g13.3
## 1334 protein_coding si:ch211-150g13.3
## 1335 protein_coding si:ch211-150g13.3
## 1336 protein_coding si:ch211-150g13.3
## 1337 protein_coding si:ch211-150g13.3
## 1338 protein_coding si:ch211-150g13.3
## 1339 protein_coding si:ch211-150g13.3
## 1431 protein_coding igf1rb
## 1432 protein_coding igf1rb
## 1459 protein_coding adcyap1r1a
## 1693 protein_coding dot1l
## 1694 protein_coding dot1l
## 1695 protein_coding dot1l
## 1727 protein_coding crlf1b
## 1746 protein_coding ttll7
## 1747 protein_coding cpox
## 1748 protein_coding cpox
## 1749 protein_coding cpox
## 2179 protein_coding kif21a
## 2266 protein_coding cyb5r2
## 2267 protein_coding PPFIBP2
## 2525 protein_coding zbtb46
## 2526 protein_coding zbtb46
## 2527 protein_coding zbtb46
## 2528 protein_coding zbtb46
## 2529 protein_coding zbtb46
## 2530 protein_coding zbtb46
## 2531 protein_coding zbtb46
## 2532 protein_coding zbtb46
## 2533 protein_coding zbtb46
## 2534 protein_coding zbtb46
## 2535 protein_coding zbtb46
## 2536 protein_coding zbtb46
## 2537 protein_coding zbtb46
## 2580 protein_coding rbms2b
## 2581 protein_coding rbms2b
## 2582 protein_coding rbms2b
## 2583 protein_coding rbms2b
## 2584 protein_coding rbms2b
## 2585 protein_coding rbms2b
## 2730 protein_coding timm29
## 2861 protein_coding rai1
## 2862 protein_coding rai1
## 2996 protein_coding odf2b
## 2997 protein_coding odf2b
## 3115 protein_coding slc2a11b
## 3123 protein_coding si:ch211-166a6.5
## 3124 protein_coding si:ch211-166a6.5
## 3125 protein_coding si:ch211-166a6.5
## 3173 protein_coding TCF7L1
## 3174 protein_coding TCF7L1
## 3175 protein_coding TCF7L1
## 3176 protein_coding TCF7L1
## 3177 protein_coding TCF7L1
## 3178 protein_coding TCF7L1
## 3179 protein_coding TCF7L1
## 3180 protein_coding TCF7L1
## 3208 protein_coding clint1a
## 3725 protein_coding ANKRD50
## 3868 protein_coding cckb
## 4436 protein_coding RILPL1
## 4437 protein_coding RILPL1
## 4438 protein_coding RILPL1
## 4439 protein_coding RILPL1
## 4440 protein_coding RILPL1
## 4441 protein_coding RILPL1
## 4442 protein_coding RILPL1
## 4443 protein_coding RILPL1
## 4444 protein_coding RILPL1
## 4445 protein_coding RILPL1
## 4489 protein_coding si:ch73-234b20.5
## 4954 protein_coding pou5f3
## 4955 protein_coding pou5f3
## 4956 protein_coding pou5f3
## 4957 protein_coding pou5f3
## 4958 protein_coding pou5f3
## 6213 protein_coding p4ha3
## 6214 protein_coding p4ha3
## 6215 protein_coding p4ha3
## 6216 protein_coding p4ha3
## 6217 protein_coding p4ha3
## 6218 protein_coding p4ha3
## 6219 protein_coding p4ha3
## 6220 protein_coding p4ha3
## 6221 protein_coding p4ha3
## 6222 protein_coding p4ha3
## 6223 protein_coding p4ha3
## 6224 protein_coding p4ha3
## 6225 protein_coding p4ha3
## 6226 protein_coding p4ha3
## 6227 protein_coding p4ha3
## 6228 protein_coding p4ha3
## 6229 protein_coding p4ha3
## 6230 protein_coding p4ha3
## 6231 protein_coding p4ha3
## 6232 protein_coding p4ha3
## 6233 protein_coding p4ha3
## 6234 protein_coding p4ha3
## 6235 protein_coding p4ha3
## 6236 protein_coding p4ha3
## 6237 protein_coding p4ha3
## 6238 protein_coding p4ha3
## 6239 protein_coding p4ha3
## 6240 protein_coding p4ha3
## 6241 protein_coding p4ha3
## 6242 protein_coding p4ha3
## 6243 protein_coding p4ha3
## 6244 protein_coding p4ha3
## 6245 protein_coding p4ha3
## 6246 protein_coding p4ha3
## 6247 protein_coding p4ha3
## 6248 protein_coding p4ha3
## 6249 protein_coding p4ha3
## 8312 protein_coding hic1
## 8313 protein_coding hic1
## 8314 protein_coding hic1
## 8315 protein_coding hic1
## 8316 protein_coding hic1
## 8317 protein_coding hic1
## 8318 protein_coding hic1
## 8319 protein_coding hic1
## 8320 protein_coding hic1
## 8321 protein_coding hic1
## 8322 protein_coding hic1
## 8323 protein_coding hic1
## 8324 protein_coding hic1
## 8325 protein_coding hic1
## 8326 protein_coding hic1
## 8327 protein_coding hic1
## 8328 protein_coding hic1
## 8329 protein_coding hic1
## 8330 protein_coding hic1
## 8331 protein_coding hic1
## 8332 protein_coding hic1
## 8333 protein_coding hic1
## 8334 protein_coding hic1
## 10366 protein_coding map6b
## 10368 protein_coding map6b
## 10370 protein_coding map6b
## 10372 protein_coding map6b
## 10373 protein_coding map6b
## 10374 protein_coding map6b
## 10375 protein_coding map6b
## 10376 protein_coding map6b
## 10377 protein_coding map6b
## 10378 protein_coding map6b
## 10379 protein_coding map6b
## 10380 protein_coding map6b
## 10381 protein_coding map6b
## 10382 protein_coding map6b
## 10383 protein_coding map6b
## 10384 protein_coding map6b
## 10385 protein_coding map6b
## 10386 protein_coding map6b
## 10387 protein_coding map6b
## 10388 protein_coding map6b
## 10389 protein_coding map6b
## 10390 protein_coding map6b
## 10391 protein_coding map6b
## 10392 protein_coding map6b
## 10393 protein_coding map6b
## 10394 protein_coding map6b
## 10395 protein_coding map6b
## 10396 protein_coding map6b
## 10397 protein_coding map6b
## 10398 protein_coding map6b
## 10399 protein_coding map6b
## 10400 protein_coding map6b
## 10401 protein_coding map6b
## 10402 protein_coding map6b
## 10403 protein_coding map6b
## 10404 protein_coding map6b
## 10405 protein_coding map6b
## 10406 protein_coding map6b
## 10407 protein_coding map6b
## 10408 protein_coding map6b
## 10409 protein_coding map6b
## 10410 protein_coding map6b
## 10411 protein_coding map6b
## 10412 protein_coding map6b
## 10413 protein_coding map6b
## 10414 protein_coding map6b
## 12172 protein_coding dock10
## 12173 protein_coding dock10
## 12174 protein_coding dock10
## 12175 protein_coding dock10
## 12176 protein_coding dock10
## 12177 protein_coding dock10
## 12193 protein_coding PRLHR
## 12199 protein_coding strn4
## 12235 protein_coding SH2B2
## 12236 protein_coding SH2B2
## 12237 protein_coding SH2B2
## 12257 protein_coding schip1
## 12258 protein_coding schip1
## 12259 protein_coding schip1
## 12260 protein_coding schip1
## 12261 protein_coding schip1
## 12262 protein_coding schip1
## 12263 protein_coding schip1
## 12264 protein_coding schip1
## 12265 protein_coding schip1
## 12266 protein_coding schip1
## 12267 protein_coding schip1
## 12268 protein_coding schip1
## 12269 protein_coding schip1
## 12270 protein_coding schip1
## 12271 protein_coding schip1
## 12272 protein_coding schip1
## 12306 protein_coding gramd1bb
## 12307 protein_coding gramd1bb
## 12348 protein_coding ankrd13b
## 12349 protein_coding ankrd13b
## 12350 protein_coding ankrd13b
## 12987 protein_coding si:ch211-266i6.3
## 13130 protein_coding GPR119
## 13620 protein_coding syngap1b
## 13664 protein_coding bbs9
## 13665 protein_coding bbs9
## 13666 protein_coding bbs9
## 13667 protein_coding bbs9
## 13668 protein_coding bbs9
## 13669 protein_coding hormad1
## 13915 protein_coding adam22
## 13917 protein_coding adam22
## 13919 protein_coding adam22
## 13996 protein_coding plecb
## 14276 protein_coding atp1a2a
## 14277 protein_coding atp1a2a
## 14311 protein_coding mettl17
## 14312 protein_coding mettl17
## 15281 protein_coding nhsl2
## 15282 protein_coding nhsl2
## 15283 protein_coding nhsl2
## 15644 protein_coding CAMK2G
## 15645 protein_coding CAMK2G
## 15646 protein_coding CAMK2G
## 15647 protein_coding CAMK2G
## 15648 protein_coding CAMK2G
## 15649 protein_coding CAMK2G
## 15650 protein_coding CAMK2G
## 15651 protein_coding CAMK2G
## 15652 protein_coding CAMK2G
## 15904 protein_coding wnt3
## 15905 protein_coding wnt3
## 15906 protein_coding wnt3
## 15907 protein_coding wnt3
## 15908 protein_coding wnt3
## 15909 protein_coding wnt3
## 15910 protein_coding wnt3
## 15911 protein_coding wnt3
## 15912 protein_coding wnt3
## 15913 protein_coding wnt3
## 15914 protein_coding wnt3
## 15915 protein_coding wnt3
## 15916 protein_coding wnt3
## 15917 protein_coding wnt3
## 15918 protein_coding wnt3
## 15919 protein_coding wnt3
## 15921 protein_coding wnt3
## 15923 protein_coding wnt3
## 16252 protein_coding si:ch211-176g6.2
## 16253 protein_coding si:ch211-176g6.2
## 16254 protein_coding si:ch211-176g6.2
## 16255 protein_coding si:ch211-176g6.2
## 16256 protein_coding si:ch211-176g6.2
## 16257 protein_coding si:ch211-176g6.2
## 16258 protein_coding si:ch211-176g6.2
## 16312 protein_coding adarb2
## 16313 protein_coding adarb2
## 16314 protein_coding adarb2
## 16315 protein_coding adarb2
## 16316 protein_coding adarb2
## 16317 protein_coding adarb2
## 16318 protein_coding adarb2
## 16319 protein_coding adarb2
## 16320 protein_coding adarb2
## 16321 protein_coding adarb2
## 16322 protein_coding adarb2
## 16323 protein_coding adarb2
## 16324 protein_coding adarb2
## 16325 protein_coding adarb2
## 16326 protein_coding adarb2
## 16327 protein_coding adarb2
## 16328 protein_coding adarb2
## 16329 protein_coding adarb2
## 16330 protein_coding adarb2
## 16331 protein_coding adarb2
## 16332 protein_coding adarb2
## 16333 protein_coding adarb2
## 16334 protein_coding adarb2
## 16335 protein_coding adarb2
## 16336 protein_coding adarb2
## 16337 protein_coding adarb2
## 16338 protein_coding adarb2
## 16339 protein_coding adarb2
## 16340 protein_coding adarb2
## 16341 protein_coding adarb2
## 16342 protein_coding adarb2
## 16343 protein_coding adarb2
## 16344 protein_coding adarb2
## 16345 protein_coding adarb2
## 16346 protein_coding adarb2
## 16347 protein_coding adarb2
## 16348 protein_coding adarb2
## 16349 protein_coding adarb2
## 16350 protein_coding adarb2
## 16351 protein_coding adarb2
## 16352 protein_coding adarb2
## 16353 protein_coding adarb2
## 16354 protein_coding adarb2
## 16355 protein_coding adarb2
## 16356 protein_coding adarb2
## 16357 protein_coding adarb2
## 16358 protein_coding adarb2
## 16359 protein_coding adarb2
## 16360 protein_coding adarb2
## 16361 protein_coding adarb2
## 16362 protein_coding adarb2
## 16363 protein_coding adarb2
## 16364 protein_coding adarb2
## 16365 protein_coding adarb2
## 16673 protein_coding enpp1
## 16674 protein_coding enpp1
## 16675 protein_coding enpp1
## 16676 protein_coding enpp1
## 16746 protein_coding gabrr2b
## 17106 protein_coding MYT1L
## 17107 protein_coding MYT1L
## 17215 protein_coding aebp2
## 17220 protein_coding NXPE3
## 17221 protein_coding NXPE3
## 17222 protein_coding NXPE3
## 17223 protein_coding NXPE3
## 17224 protein_coding NXPE3
## 17225 protein_coding NXPE3
## 17232 protein_coding NXPE3
## 17450 protein_coding ptprz1b
## 17451 protein_coding ptprz1b
## 17452 protein_coding ptprz1b
## 17453 protein_coding ptprz1b
## 17454 protein_coding ptprz1b
## 17455 protein_coding ptprz1b
## 17456 protein_coding ptprz1b
## 17457 protein_coding ptprz1b
## 17458 protein_coding ptprz1b
## 17459 protein_coding ptprz1b
## 17460 protein_coding ptprz1b
## 17461 protein_coding ptprz1b
## 17462 protein_coding ptprz1b
## 17463 protein_coding ptprz1b
## 17464 protein_coding ptprz1b
## 17465 protein_coding ptprz1b
## 17466 protein_coding ptprz1b
## 17467 protein_coding ptprz1b
## 17468 protein_coding ptprz1b
## 17469 protein_coding ptprz1b
## 17470 protein_coding ptprz1b
## 17471 protein_coding ptprz1b
## 17472 protein_coding ptprz1b
## 17525 protein_coding elk3
## 17527 protein_coding hcfc2
## 17565 protein_coding prl2
## 17566 protein_coding prl2
## 17567 protein_coding prl2
## 18150 protein_coding pikfyve
## 18151 protein_coding pikfyve
## 18152 protein_coding pikfyve
## 18153 protein_coding pikfyve
## 18154 protein_coding pikfyve
## 18155 protein_coding pikfyve
## 18156 protein_coding pikfyve
## 18157 protein_coding pikfyve
## 18158 protein_coding pikfyve
## 18159 protein_coding pikfyve
## 18160 protein_coding pikfyve
## 18161 protein_coding pikfyve
## 18162 protein_coding pikfyve
## 18163 protein_coding pikfyve
## 18164 protein_coding pikfyve
## 18165 protein_coding pikfyve
## 18166 protein_coding pikfyve
## 18167 protein_coding pikfyve
## 18168 protein_coding pikfyve
## 18169 protein_coding pikfyve
## 18170 protein_coding pikfyve
## 18171 protein_coding pikfyve
## 18172 protein_coding pikfyve
## 18173 protein_coding pikfyve
## 18174 protein_coding pikfyve
## 18175 protein_coding pikfyve
## 18176 protein_coding pikfyve
## 18177 protein_coding pikfyve
## 18178 protein_coding pikfyve
## 18179 protein_coding pikfyve
## 18180 protein_coding pikfyve
## 18181 protein_coding pikfyve
## 18182 protein_coding pikfyve
## 18183 protein_coding pikfyve
## 18184 protein_coding pikfyve
## 18185 protein_coding pikfyve
## 18186 protein_coding pikfyve
## 18187 protein_coding pikfyve
## 18188 protein_coding pikfyve
## 18189 protein_coding pikfyve
## 18190 protein_coding pikfyve
## 18277 protein_coding hoxd3a
## 18282 protein_coding fmnl2a
## 18283 protein_coding fmnl2a
## 18284 protein_coding fmnl2a
## 18285 protein_coding fmnl2a
## 18286 protein_coding fmnl2a
## 18287 protein_coding fmnl2a
## 18288 protein_coding fmnl2a
## 18289 protein_coding fmnl2a
## 18290 protein_coding fmnl2a
## 18291 protein_coding fmnl2a
## 18292 protein_coding fmnl2a
## 18293 protein_coding fmnl2a
## 18294 protein_coding fmnl2a
## 18295 protein_coding fmnl2a
## 18296 protein_coding fmnl2a
## 18297 protein_coding fmnl2a
## 18298 protein_coding fmnl2a
## 18299 protein_coding fmnl2a
## 18300 protein_coding fmnl2a
## 18760 protein_coding gpc5b
## 18867 protein_coding tbc1d7
## 18869 protein_coding tbc1d7
## 19577 protein_coding pamr1
## 19582 protein_coding cyb5r2
## 19583 protein_coding cyb5r2
## 19587 protein_coding PPFIBP2
## 19588 protein_coding PPFIBP2
## 19589 protein_coding PPFIBP2
## 19711 protein_coding pan2
## 19756 protein_coding gfap
## 19757 protein_coding gfap
## 19758 protein_coding gfap
## 19759 protein_coding gfap
## 19760 protein_coding gfap
## 19761 protein_coding gfap
## 19921 protein_coding stk17al
## 19959 protein_coding dhx37
## 20049 protein_coding smarcad1a
## 20359 protein_coding KCNIP1
## 20386 protein_coding s100v2
## 20387 protein_coding s100v2
## 20389 protein_coding umad1
## 20390 protein_coding umad1
## 20902 protein_coding med30
## 20903 protein_coding med30
## 20904 protein_coding med30
## 20905 protein_coding med30
## 20906 protein_coding med30
## 20907 protein_coding med30
## 20908 protein_coding med30
## 20909 protein_coding med30
## 20910 protein_coding med30
## 20911 protein_coding med30
## 20912 protein_coding med30
## 20913 protein_coding med30
## 20914 protein_coding med30
## 20915 protein_coding med30
## 20916 protein_coding med30
## 20917 protein_coding med30
## 20918 protein_coding med30
## 20919 protein_coding med30
## 20920 protein_coding med30
## 20921 protein_coding med30
## 20922 protein_coding med30
## 20923 protein_coding med30
## 20924 protein_coding med30
## 20925 protein_coding med30
## 20926 protein_coding med30
## 20927 protein_coding med30
## 20928 protein_coding med30
## 20929 protein_coding med30
## 20930 protein_coding med30
## 20931 protein_coding med30
## 20932 protein_coding med30
## 20933 protein_coding med30
## 20934 protein_coding med30
## 20935 protein_coding med30
## 20936 protein_coding med30
## 20937 protein_coding med30
## 20938 protein_coding med30
## 20939 protein_coding med30
## 20940 protein_coding med30
## 20941 protein_coding med30
## 20942 protein_coding med30
## 20943 protein_coding med30
## 20944 protein_coding med30
## 20945 protein_coding med30
## 20946 protein_coding med30
## 20947 protein_coding med30
## 20948 protein_coding med30
## 20949 protein_coding med30
## 20950 protein_coding med30
## 20951 protein_coding med30
## 20952 protein_coding med30
## 20953 protein_coding med30
## 20954 protein_coding med30
## 20955 protein_coding med30
## 20956 protein_coding med30
## 20957 protein_coding med30
## 20958 protein_coding med30
## 20959 protein_coding med30
## 20960 protein_coding med30
## 20961 protein_coding med30
## 20962 protein_coding med30
## 20963 protein_coding med30
## 20964 protein_coding med30
## 20965 protein_coding med30
## 20966 protein_coding med30
## 20967 protein_coding med30
## 20968 protein_coding med30
## 20969 protein_coding med30
## 20970 protein_coding med30
## 20971 protein_coding med30
## 20972 protein_coding med30
## 20973 protein_coding med30
## 20974 protein_coding med30
## 20975 protein_coding med30
## 20976 protein_coding med30
## 20977 protein_coding med30
## 21491 protein_coding fhl3b
## 21504 protein_coding tfap2e
## 21505 protein_coding tfap2e
## 21506 protein_coding tfap2e
## 21557 protein_coding pou5f3
## 21558 protein_coding pou5f3
## 21559 protein_coding pou5f3
## 21560 protein_coding pou5f3
## 21561 protein_coding pou5f3
## 21562 protein_coding pou5f3
## 21731 protein_coding schip1
## 21732 protein_coding schip1
## 21733 protein_coding schip1
## 22077 protein_coding gramd1bb
## 22078 protein_coding gramd1bb
## 22079 protein_coding gramd1bb
## 22080 protein_coding gramd1bb
## 22081 protein_coding gramd1bb
## 22082 protein_coding gramd1bb
## 22083 protein_coding gramd1bb
## 22084 protein_coding gramd1bb
## 22085 protein_coding gramd1bb
## 22086 protein_coding gramd1bb
## 22087 protein_coding gramd1bb
## 22088 protein_coding gramd1bb
## 22089 protein_coding gramd1bb
## 22090 protein_coding gramd1bb
## 22091 protein_coding gramd1bb
## 22092 protein_coding gramd1bb
## 22093 protein_coding gramd1bb
## 22094 protein_coding gramd1bb
## 22095 protein_coding gramd1bb
## 22096 protein_coding gramd1bb
## 22097 protein_coding gramd1bb
## 22098 protein_coding gramd1bb
## 22099 protein_coding gramd1bb
## 22100 protein_coding gramd1bb
## 22101 protein_coding gramd1bb
## 22102 protein_coding gramd1bb
## 22103 protein_coding gramd1bb
## 22104 protein_coding gramd1bb
## 22105 protein_coding gramd1bb
## 22106 protein_coding gramd1bb
## 22107 protein_coding gramd1bb
## 22108 protein_coding gramd1bb
## 22109 protein_coding gramd1bb
## 22110 protein_coding gramd1bb
## 22111 protein_coding gramd1bb
## 22112 protein_coding gramd1bb
## 22113 protein_coding gramd1bb
## 22114 protein_coding gramd1bb
## 22115 protein_coding gramd1bb
## 22116 protein_coding gramd1bb
## 22117 protein_coding gramd1bb
## 22248 protein_coding ankrd13b
## 22249 protein_coding ankrd13b
## 22250 protein_coding ankrd13b
## 22251 protein_coding ankrd13b
## 22252 protein_coding ankrd13b
## 22253 protein_coding ankrd13b
## 22254 protein_coding ankrd13b
## 22255 protein_coding ankrd13b
## 22256 protein_coding ankrd13b
## 22257 protein_coding ankrd13b
## 22258 protein_coding ankrd13b
## 22259 protein_coding ankrd13b
## 22260 protein_coding ankrd13b
## 22261 protein_coding ankrd13b
## 22262 protein_coding ankrd13b
## 22263 protein_coding ankrd13b
## 22264 protein_coding ankrd13b
## 22265 protein_coding ankrd13b
## 22266 protein_coding ankrd13b
## 22267 protein_coding ankrd13b
## 22268 protein_coding ankrd13b
## 22269 protein_coding ankrd13b
## 22270 protein_coding ankrd13b
## 22271 protein_coding ankrd13b
## 22272 protein_coding ankrd13b
## 22534 protein_coding flj13639
## 22535 protein_coding flj13639
## 22786 protein_coding grm5a
## 22941 protein_coding ppm1nb
## 22994 protein_coding p2rx1
## 23090 protein_coding pknox2
## 23547 protein_coding rcc1l
## 23548 protein_coding rcc1l
## 23549 protein_coding rcc1l
## 23550 protein_coding rcc1l
## 23551 protein_coding rcc1l
## 23552 protein_coding rcc1l
## 23553 protein_coding rcc1l
## 23554 protein_coding rcc1l
## 23555 protein_coding rcc1l
## 23556 protein_coding rcc1l
## 23557 protein_coding rcc1l
## 23558 protein_coding rcc1l
## 23559 protein_coding rcc1l
## 23560 protein_coding rcc1l
## 23561 protein_coding rcc1l
## 23562 protein_coding rcc1l
## 23563 protein_coding rcc1l
## 23564 protein_coding rcc1l
## 23565 protein_coding rcc1l
## 23566 protein_coding rcc1l
## 23567 protein_coding rcc1l
## 23568 protein_coding rcc1l
## 23569 protein_coding rcc1l
## 23570 protein_coding rcc1l
## 23571 protein_coding rcc1l
## 23572 protein_coding rcc1l
## 23961 protein_coding rgs17
## 23962 protein_coding rgs17
## 24010 protein_coding ndnfl
## 24011 protein_coding ndnfl
## 24012 protein_coding ndnfl
## 24013 protein_coding ndnfl
## 24014 protein_coding ndnfl
## 24251 protein_coding si:dkey-103j14.5
## 24309 protein_coding syngap1b
## 24445 protein_coding plecb
## 24446 protein_coding plecb
## 24447 protein_coding plecb
## 24448 protein_coding plecb
## 24449 protein_coding plecb
## 24450 protein_coding plecb
## 24475 protein_coding cxcr4a
## 24512 protein_coding pde4ca
## 24793 protein_coding rhbdf1b
## 24794 protein_coding rhbdf1b
## 24869 protein_coding tspan9a
## 24870 protein_coding tspan9a
## 24871 protein_coding tspan9a
## 24872 protein_coding tspan9a
## 24873 protein_coding tspan9a
## 24874 protein_coding tspan9a
## 24875 protein_coding tspan9a
## 24876 protein_coding tspan9a
## 24877 protein_coding tspan9a
## 24878 protein_coding tspan9a
## 24879 protein_coding tspan9a
## 24880 protein_coding tspan9a
## 24881 protein_coding tspan9a
## 24882 protein_coding tspan9a
## 24909 protein_coding vclb
## 24910 protein_coding vclb
## 24911 protein_coding vclb
## 24912 protein_coding vclb
## 24913 protein_coding vclb
## 24914 protein_coding vclb
## 24915 protein_coding vclb
## 24916 protein_coding vclb
## 24917 protein_coding vclb
## 24918 protein_coding vclb
## 24919 protein_coding vclb
## 24920 protein_coding vclb
## 24921 protein_coding vclb
## 24922 protein_coding vclb
## 24923 protein_coding vclb
## 24924 protein_coding vclb
## 24925 protein_coding vclb
## 24926 protein_coding vclb
## 24927 protein_coding vclb
## 24928 protein_coding vclb
## 24929 protein_coding vclb
## 24930 protein_coding coasy
## 24931 protein_coding coasy
## 24982 protein_coding CAMK2G
## 25004 protein_coding wnt3
## 25005 protein_coding wnt3
## 25006 protein_coding wnt3
## 25007 protein_coding wnt3
## 25185 protein_coding si:ch211-176g6.2
## 25186 protein_coding si:ch211-176g6.2
## 25187 protein_coding si:ch211-176g6.2
## 25188 protein_coding si:ch211-176g6.2
## 25189 protein_coding si:ch211-176g6.2
## 25318 protein_coding adarb2
## 25319 protein_coding adarb2
## 25494 protein_coding abi1a
## 25495 protein_coding abi1a
## 25496 protein_coding abi1a
## 25497 protein_coding abi1a
## 25575 protein_coding TRIM67
## 25578 protein_coding ppp1r13bb
## 25711 protein_coding enpp1
## 25712 protein_coding enpp1
## 25713 protein_coding enpp1
## 25714 protein_coding enpp1
## 25715 protein_coding enpp1
## 25716 protein_coding enpp1
## 25717 protein_coding enpp1
## 25718 protein_coding enpp1
## 25719 protein_coding enpp1
## 25720 protein_coding enpp1
## 25721 protein_coding enpp1
## 25722 protein_coding enpp1
## 25723 protein_coding enpp1
## 25724 protein_coding enpp1
## 25725 protein_coding enpp1
## 25726 protein_coding enpp1
## 25727 protein_coding enpp1
## 25728 protein_coding enpp1
## 25729 protein_coding enpp1
## 25730 protein_coding enpp1
## 25731 protein_coding enpp1
## 25732 protein_coding enpp1
## 25733 protein_coding enpp1
## 25734 protein_coding enpp1
## 25735 protein_coding enpp1
## 25736 protein_coding enpp1
## 25737 protein_coding enpp1
## 25738 protein_coding enpp1
## 25739 protein_coding enpp1
## 25740 protein_coding enpp1
## 25741 protein_coding enpp1
## 25742 protein_coding enpp1
## 25743 protein_coding enpp1
## 25744 protein_coding enpp1
## 25745 protein_coding enpp1
## 25746 protein_coding enpp1
## 25747 protein_coding enpp1
## 25748 protein_coding enpp1
## 25749 protein_coding enpp1
## 25750 protein_coding enpp1
## 25751 protein_coding enpp1
## 25752 protein_coding enpp1
## 25753 protein_coding enpp1
## 25754 protein_coding enpp1
## 25755 protein_coding enpp1
## 25756 protein_coding enpp1
## 25757 protein_coding enpp1
## 25758 protein_coding enpp1
## 25759 protein_coding enpp1
## 25760 protein_coding enpp1
## 25761 protein_coding enpp1
## 25762 protein_coding enpp1
## 25763 protein_coding enpp1
## 25764 protein_coding enpp1
## 25765 protein_coding enpp1
## 26121 protein_coding cdc42bpab
## 26122 protein_coding cdc42bpab
## 26123 protein_coding cdc42bpab
## 26124 protein_coding cdc42bpab
## 26125 protein_coding cdc42bpab
## 26126 protein_coding cdc42bpab
## 26127 protein_coding cdc42bpab
## 26128 protein_coding cdc42bpab
## 26129 protein_coding cdc42bpab
## 26130 protein_coding cdc42bpab
## 26131 protein_coding cdc42bpab
## 26132 protein_coding cdc42bpab
## 26133 protein_coding cdc42bpab
## 26134 protein_coding cdc42bpab
## 26135 protein_coding cdc42bpab
## 26136 protein_coding cdc42bpab
## 26137 protein_coding cdc42bpab
## 26138 protein_coding cdc42bpab
## 26139 protein_coding cdc42bpab
## 26140 protein_coding cdc42bpab
## 26141 protein_coding cdc42bpab
## 26142 protein_coding cdc42bpab
## 26143 protein_coding cdc42bpab
## 26144 protein_coding cdc42bpab
## 26145 protein_coding cdc42bpab
## 26146 protein_coding cdc42bpab
## 26147 protein_coding cdc42bpab
## 26148 protein_coding cdc42bpab
## 26149 protein_coding cdc42bpab
## 26150 protein_coding cdc42bpab
## 26151 protein_coding cdc42bpab
## 26152 protein_coding cdc42bpab
## 26153 protein_coding cdc42bpab
## 26154 protein_coding cdc42bpab
## 26155 protein_coding cdc42bpab
## 26156 protein_coding cdc42bpab
## 26157 protein_coding cdc42bpab
## 26158 protein_coding cdc42bpab
## 26159 protein_coding cdc42bpab
## 26160 protein_coding cdc42bpab
## 26161 protein_coding cdc42bpab
## 26162 protein_coding cdc42bpab
## 26163 protein_coding cdc42bpab
## 26164 protein_coding cdc42bpab
## 26165 protein_coding cdc42bpab
## 26166 protein_coding cdc42bpab
## 26167 protein_coding cdc42bpab
## 26168 protein_coding cdc42bpab
## 26169 protein_coding cdc42bpab
## 26170 protein_coding cdc42bpab
## 26171 protein_coding cdc42bpab
## 26172 protein_coding cdc42bpab
## 26173 protein_coding cdc42bpab
## 26174 protein_coding cdc42bpab
## 26175 protein_coding cdc42bpab
## 26176 protein_coding cdc42bpab
## 26177 protein_coding cdc42bpab
## 26178 protein_coding cdc42bpab
## 26179 protein_coding cdc42bpab
## 26180 protein_coding cdc42bpab
## 26181 protein_coding cdc42bpab
## 26182 protein_coding cdc42bpab
## 26183 protein_coding cdc42bpab
## 26184 protein_coding cdc42bpab
## 26185 protein_coding cdc42bpab
## 26186 protein_coding cdc42bpab
## 26187 protein_coding cdc42bpab
## 26188 protein_coding cdc42bpab
## 26189 protein_coding cdc42bpab
## 26190 protein_coding cdc42bpab
## 26191 protein_coding cdc42bpab
## 26192 protein_coding cdc42bpab
## 26193 protein_coding cdc42bpab
## 26194 protein_coding cdc42bpab
## 26195 protein_coding cdc42bpab
## 26196 protein_coding cdc42bpab
## 26197 protein_coding cdc42bpab
## 26198 protein_coding cdc42bpab
## 26199 protein_coding cdc42bpab
## 26200 protein_coding cdc42bpab
## 26201 protein_coding cdc42bpab
## 26202 protein_coding cdc42bpab
## 26203 protein_coding cdc42bpab
## 26204 protein_coding cdc42bpab
## 26205 protein_coding cdc42bpab
## 26206 protein_coding cdc42bpab
## 26207 protein_coding cdc42bpab
## 26208 protein_coding cdc42bpab
## 26209 protein_coding cdc42bpab
## 26210 protein_coding cdc42bpab
## 26211 protein_coding cdc42bpab
## 26212 protein_coding cdc42bpab
## 26213 protein_coding cdc42bpab
## 26214 protein_coding cdc42bpab
## 26215 protein_coding cdc42bpab
## 26216 protein_coding cdc42bpab
## 26217 protein_coding cdc42bpab
## 26218 protein_coding cdc42bpab
## 26219 protein_coding cdc42bpab
## 26612 protein_coding pxdn
## 26613 protein_coding pxdn
## 26614 protein_coding pxdn
## 26615 protein_coding pxdn
## 26746 protein_coding ucmaa
## 18858 protein_coding tbc1d7
## 18859 protein_coding tbc1d7
## 18860 protein_coding tbc1d7
## 18861 protein_coding tbc1d7
## 18862 protein_coding tbc1d7
## 18863 protein_coding tbc1d7
## 18864 protein_coding tbc1d7
## 18865 protein_coding tbc1d7
## 18866 protein_coding tbc1d7
## 18868 protein_coding tbc1d7
## 22872 protein_coding slc22a6l
## 22873 protein_coding slc22a6l
## 24310 protein_coding syngap1b
geneticcrossdata15CvG <- geneticcrossdata15[order(geneticcrossdata15[,7]), ]
geneticcrossdata15CvL <- geneticcrossdata15[order(geneticcrossdata15[,8]), ]
geneticcrossdata15CvG
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 3173 LG9 27647187 NC024338 A 1 0 0 0
## 3174 LG9 27648001 NC024338 C 1 0 0 0
## 3175 LG9 27649290 NC024338 t 1 0 0 0
## 3176 LG9 27649303 NC024338 T 1 0 0 0
## 3177 LG9 27649337 NC024338 A 1 0 0 0
## 3178 LG9 27649364 NC024338 A 1 0 0 0
## 3179 LG9 27649379 NC024338 G 1 0 0 0
## 3180 LG9 27650640 NC024338 A 1 0 0 0
## 12259 LG13 18906054 NC024342 T 1 0 0 0
## 12260 LG13 18906104 NC024342 t 1 0 0 0
## 12261 LG13 18906264 NC024342 G 1 0 0 0
## 12262 LG13 18906269 NC024342 A 1 0 0 0
## 12263 LG13 18978299 NC024342 a 1 0 0 0
## 12264 LG13 18982573 NC024342 T 1 0 0 0
## 12266 LG13 18994545 NC024342 G 1 0 0 0
## 12268 LG13 19050643 NC024342 T 1 0 0 0
## 12270 LG13 19059385 NC024342 G 1 0 0 0
## 12271 LG13 19059392 NC024342 G 1 0 0 0
## 12272 LG13 19063984 NC024342 g 1 0 0 0
## 16746 LG21 23651303 NC024350 g 1 0 0 0
## 17215 LG23 12902297 NC024352 T 1 0 0 0
## 17220 LG23 14852532 NC024352 C 1 0 0 0
## 17221 LG23 14930603 NC024352 A 1 0 0 0
## 17222 LG23 14948754 NC024352 C 1 0 0 0
## 17223 LG23 14949881 NC024352 A 1 0 0 0
## 17224 LG23 14963024 NC024352 a 1 0 0 0
## 17225 LG23 14963103 NC024352 g 1 0 0 0
## 17232 LG23 15033798 NC024352 T 1 0 0 0
## 18760 LG4 1841984 NC024333 A 0 1 0 0
## 19711 LG7 16691316 NC024336 C 0 1 0 0
## 21731 LG13 18806146 NC024342 c 0 1 0 0
## 21733 LG13 18950058 NC024342 A 0 1 0 0
## 26121 LG21 20721917 NC024350 G 0 1 0 0
## 26122 LG21 20721926 NC024350 T 0 1 0 0
## 26123 LG21 20722140 NC024350 G 0 1 0 0
## 26124 LG21 20722300 NC024350 A 0 1 0 0
## 26125 LG21 20722699 NC024350 G 0 1 0 0
## 26126 LG21 20732271 NC024350 t 0 1 0 0
## 26127 LG21 20736173 NC024350 C 0 1 0 0
## 26128 LG21 20736449 NC024350 a 0 1 0 0
## 26129 LG21 20736491 NC024350 c 0 1 0 0
## 26130 LG21 20736561 NC024350 C 0 1 0 0
## 26131 LG21 20736952 NC024350 G 0 1 0 0
## 26132 LG21 20737815 NC024350 C 0 1 0 0
## 26133 LG21 20740610 NC024350 G 0 1 0 0
## 26134 LG21 20743175 NC024350 c 0 1 0 0
## 26135 LG21 20743189 NC024350 A 0 1 0 0
## 26136 LG21 20743201 NC024350 T 0 1 0 0
## 26137 LG21 20746780 NC024350 c 0 1 0 0
## 26138 LG21 20746931 NC024350 G 0 1 0 0
## 26139 LG21 20748076 NC024350 G 0 1 0 0
## 26140 LG21 20748843 NC024350 c 0 1 0 0
## 26141 LG21 20748964 NC024350 A 0 1 0 0
## 26142 LG21 20749051 NC024350 T 0 1 0 0
## 26143 LG21 20749633 NC024350 G 0 1 0 0
## 26144 LG21 20751546 NC024350 G 0 1 0 0
## 26145 LG21 20751549 NC024350 g 0 1 0 0
## 26146 LG21 20751563 NC024350 t 0 1 0 0
## 26147 LG21 20751677 NC024350 A 0 1 0 0
## 26148 LG21 20752333 NC024350 A 0 1 0 0
## 26149 LG21 20752889 NC024350 G 0 1 0 0
## 26150 LG21 20754173 NC024350 C 0 1 0 0
## 26151 LG21 20754696 NC024350 c 0 1 0 0
## 26152 LG21 20755316 NC024350 G 0 1 0 0
## 26153 LG21 20756015 NC024350 A 0 1 0 0
## 26154 LG21 20756113 NC024350 a 0 1 0 0
## 26155 LG21 20756136 NC024350 C 0 1 0 0
## 26156 LG21 20756204 NC024350 G 0 1 0 0
## 26157 LG21 20758769 NC024350 G 0 1 0 0
## 26158 LG21 20758817 NC024350 G 0 1 0 0
## 26159 LG21 20759094 NC024350 A 0 1 0 0
## 26160 LG21 20759116 NC024350 A 0 1 0 0
## 26161 LG21 20760780 NC024350 C 0 1 0 0
## 26162 LG21 20760811 NC024350 G 0 1 0 0
## 26163 LG21 20760934 NC024350 A 0 1 0 0
## 26164 LG21 20760956 NC024350 T 0 1 0 0
## 26165 LG21 20761041 NC024350 A 0 1 0 0
## 26166 LG21 20761256 NC024350 g 0 1 0 0
## 26167 LG21 20761267 NC024350 g 0 1 0 0
## 26168 LG21 20763561 NC024350 C 0 1 0 0
## 26169 LG21 20763569 NC024350 A 0 1 0 0
## 26170 LG21 20763573 NC024350 C 0 1 0 0
## 26171 LG21 20763579 NC024350 T 0 1 0 0
## 26172 LG21 20763738 NC024350 C 0 1 0 0
## 26173 LG21 20764612 NC024350 G 0 1 0 0
## 26174 LG21 20764871 NC024350 G 0 1 0 0
## 26175 LG21 20765019 NC024350 A 0 1 0 0
## 26176 LG21 20766501 NC024350 T 0 1 0 0
## 26177 LG21 20768569 NC024350 T 0 1 0 0
## 26178 LG21 20769574 NC024350 C 0 1 0 0
## 26179 LG21 20770094 NC024350 C 0 1 0 0
## 26180 LG21 20770098 NC024350 G 0 1 0 0
## 26181 LG21 20772350 NC024350 C 0 1 0 0
## 26182 LG21 20774237 NC024350 G 0 1 0 0
## 26183 LG21 20775834 NC024350 A 0 1 0 0
## 26184 LG21 20775839 NC024350 T 0 1 0 0
## 26185 LG21 20776843 NC024350 c 0 1 0 0
## 26186 LG21 20776876 NC024350 C 0 1 0 0
## 26187 LG21 20777291 NC024350 G 0 1 0 0
## 26188 LG21 20777293 NC024350 T 0 1 0 0
## 26189 LG21 20777344 NC024350 a 0 1 0 0
## 26190 LG21 20779250 NC024350 G 0 1 0 0
## 26191 LG21 20779304 NC024350 G 0 1 0 0
## 26192 LG21 20779369 NC024350 A 0 1 0 0
## 26193 LG21 20779406 NC024350 c 0 1 0 0
## 26194 LG21 20779424 NC024350 c 0 1 0 0
## 26195 LG21 20782338 NC024350 G 0 1 0 0
## 26196 LG21 20782974 NC024350 C 0 1 0 0
## 26197 LG21 20783925 NC024350 G 0 1 0 0
## 26198 LG21 20783958 NC024350 a 0 1 0 0
## 26199 LG21 20784303 NC024350 A 0 1 0 0
## 26200 LG21 20784328 NC024350 A 0 1 0 0
## 26201 LG21 20785839 NC024350 a 0 1 0 0
## 26202 LG21 20785845 NC024350 c 0 1 0 0
## 26203 LG21 20785892 NC024350 a 0 1 0 0
## 26204 LG21 20785970 NC024350 A 0 1 0 0
## 26205 LG21 20790636 NC024350 C 0 1 0 0
## 26206 LG21 20794844 NC024350 C 0 1 0 0
## 26207 LG21 20795126 NC024350 A 0 1 0 0
## 26208 LG21 20795131 NC024350 C 0 1 0 0
## 26209 LG21 20795218 NC024350 A 0 1 0 0
## 26210 LG21 20795224 NC024350 T 0 1 0 0
## 26211 LG21 20800656 NC024350 t 0 1 0 0
## 26212 LG21 20801352 NC024350 G 0 1 0 0
## 26213 LG21 20802367 NC024350 C 0 1 0 0
## 26214 LG21 20802601 NC024350 c 0 1 0 0
## 26215 LG21 20803849 NC024350 t 0 1 0 0
## 26216 LG21 20804602 NC024350 A 0 1 0 0
## 26217 LG21 20804625 NC024350 A 0 1 0 0
## 26218 LG21 20805652 NC024350 C 0 1 0 0
## 26219 LG21 20806039 NC024350 a 0 1 0 0
## 12257 LG13 18866464 NC024342 G 1 0 1 0
## 12258 LG13 18877782 NC024342 A 1 0 1 0
## 12265 LG13 18983780 NC024342 A 1 0 1 0
## 12267 LG13 19015225 NC024342 a 1 0 1 0
## 12269 LG13 19050654 NC024342 C 1 0 1 0
## 21732 LG13 18835956 NC024342 C 0 1 1 0
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 3173 0.000000110 0.323346840 0.632975140 0.19063900 ENSPREG00000007804
## 3174 0.000000040 0.988384550 0.685585940 0.43491432 ENSPREG00000007804
## 3175 0.000000010 0.392458540 0.038943670 0.00517703 ENSPREG00000007804
## 3176 0.000000001 0.267461090 0.059456200 0.01028321 ENSPREG00000007804
## 3177 0.000000001 0.203986250 0.055704230 0.03537615 ENSPREG00000007804
## 3178 0.000000001 0.044370450 0.170725280 0.16660737 ENSPREG00000007804
## 3179 0.000000020 0.053345640 0.133052230 0.26756513 ENSPREG00000007804
## 3180 0.000000020 0.380265620 0.419085110 0.52857633 ENSPREG00000007804
## 12259 0.000000010 0.437715400 0.000000560 0.70223206 ENSPREG00000002366
## 12260 0.000000020 0.756041560 0.000009240 0.69133427 ENSPREG00000002366
## 12261 0.000000080 0.952846280 0.000017860 0.77318437 ENSPREG00000002366
## 12262 0.000000100 0.921807250 0.000006110 0.63858805 ENSPREG00000002366
## 12263 0.000000120 0.073119600 0.000003300 0.95022412 ENSPREG00000002366
## 12264 0.000000040 0.671588180 0.000000350 0.16681854 ENSPREG00000002366
## 12266 0.000000120 0.591190740 0.000002240 0.50330883 ENSPREG00000002366
## 12268 0.000000100 0.012408960 0.000000460 0.66301911 ENSPREG00000002366
## 12270 0.000000120 0.073111380 0.000001640 0.54121314 ENSPREG00000002366
## 12271 0.000000140 0.080020940 0.000001000 0.32963564 ENSPREG00000002366
## 12272 0.000000080 0.503832260 0.000000500 0.87012513 ENSPREG00000002366
## 16746 0.000000130 0.740677860 0.579613190 0.25278966 ENSPREG00000001261
## 17215 0.000000110 0.000001820 0.000473420 0.02093036 ENSPREG00000012486
## 17220 0.000000070 0.464958550 0.011153720 0.08437801 ENSPREG00000014498
## 17221 0.000000050 0.051354370 0.600652860 0.93722353 ENSPREG00000014534
## 17222 0.000000100 0.861404040 0.090070130 0.55644932 ENSPREG00000014559
## 17223 0.000000010 0.674855500 0.119433190 0.36884038 ENSPREG00000014559
## 17224 0.000000001 0.046640200 0.043666470 0.93363564 ENSPREG00000014579
## 17225 0.000000001 0.004921910 0.084943510 0.65058679 ENSPREG00000014579
## 17232 0.000000130 0.588228440 0.571390370 0.04206328 ENSPREG00000014669
## 18760 0.012565050 0.000000070 0.855153620 0.00003348 ENSPREG00000021468
## 19711 0.001031960 0.000000060 0.000083850 0.00121293 ENSPREG00000000900
## 21731 0.020212830 0.000000080 0.019170880 0.28731458 ENSPREG00000002366
## 21733 0.118444300 0.000000030 0.000391830 0.63371692 ENSPREG00000002366
## 26121 0.012319600 0.000000010 0.088340750 0.22753940 ENSPREG00000019012
## 26122 0.025028850 0.000000020 0.146581380 0.12307953 ENSPREG00000019012
## 26123 0.002597370 0.000000110 0.068222200 0.26146807 ENSPREG00000019012
## 26124 0.073537330 0.000000010 0.005743720 0.04342454 ENSPREG00000019012
## 26125 0.002829530 0.000000120 0.874816230 0.35026867 ENSPREG00000019012
## 26126 0.003851450 0.000000060 0.075905680 0.40693142 ENSPREG00000019012
## 26127 0.000145060 0.000000160 0.450697540 0.69261686 ENSPREG00000019012
## 26128 0.000147720 0.000000050 0.037851370 0.11413459 ENSPREG00000019012
## 26129 0.000098460 0.000000030 0.015484430 0.19205498 ENSPREG00000019012
## 26130 0.003103120 0.000000090 0.063995180 0.06636632 ENSPREG00000019012
## 26131 0.004023490 0.000000020 0.489300930 0.76783690 ENSPREG00000019012
## 26132 0.022665970 0.000000060 0.818906450 0.27534803 ENSPREG00000019012
## 26133 0.009397950 0.000000050 0.487127180 0.28449295 ENSPREG00000019012
## 26134 0.000235520 0.000000030 0.262980820 0.28906524 ENSPREG00000019012
## 26135 0.000118340 0.000000001 0.498939120 0.45506778 ENSPREG00000019012
## 26136 0.000106230 0.000000040 0.159217480 0.14891870 ENSPREG00000019012
## 26137 0.028568750 0.000000070 0.856017740 0.57542192 ENSPREG00000019012
## 26138 0.037390160 0.000000050 0.410989340 0.44959102 ENSPREG00000019012
## 26139 0.003919110 0.000000010 0.975287570 0.85383039 ENSPREG00000019012
## 26140 0.001863300 0.000000060 0.245477350 0.32129397 ENSPREG00000019012
## 26141 0.002180580 0.000000001 0.413586030 0.22359767 ENSPREG00000019012
## 26142 0.012072530 0.000000050 0.487800550 0.62413832 ENSPREG00000019012
## 26143 0.000617570 0.000000010 0.896117750 0.30270029 ENSPREG00000019012
## 26144 0.660086860 0.000000050 0.303015840 0.93926608 ENSPREG00000019012
## 26145 0.828116730 0.000000050 0.268012420 0.96850465 ENSPREG00000019012
## 26146 0.907506180 0.000000090 0.498916220 0.92429812 ENSPREG00000019012
## 26147 0.177932270 0.000000130 0.183885390 0.38126625 ENSPREG00000019012
## 26148 0.000297830 0.000000020 0.054659640 0.93911483 ENSPREG00000019012
## 26149 0.036086890 0.000000010 0.120423480 0.05168879 ENSPREG00000019012
## 26150 0.026505110 0.000000030 0.133315630 0.96407439 ENSPREG00000019012
## 26151 0.000091570 0.000000050 0.055295480 0.31687366 ENSPREG00000019012
## 26152 0.005221880 0.000000120 0.984260680 0.54567426 ENSPREG00000019012
## 26153 0.014077350 0.000000001 0.000180930 0.24202729 ENSPREG00000019012
## 26154 0.000815110 0.000000010 0.011494260 0.65217375 ENSPREG00000019012
## 26155 0.021149740 0.000000020 0.025039410 0.45569370 ENSPREG00000019012
## 26156 0.012405170 0.000000140 0.039380840 0.99672794 ENSPREG00000019012
## 26157 0.012432320 0.000000010 0.122909660 0.31296327 ENSPREG00000019012
## 26158 0.003519150 0.000000010 0.218798520 0.59603511 ENSPREG00000019012
## 26159 0.031323920 0.000000010 0.207686550 0.66706398 ENSPREG00000019012
## 26160 0.029181080 0.000000010 0.116214600 0.99811118 ENSPREG00000019012
## 26161 0.168677310 0.000000050 0.003890670 0.29554649 ENSPREG00000019012
## 26162 0.057965120 0.000000070 0.028126720 0.56509859 ENSPREG00000019012
## 26163 0.000369610 0.000000010 0.276126920 0.56529299 ENSPREG00000019012
## 26164 0.001476740 0.000000001 0.544673130 0.39077038 ENSPREG00000019012
## 26165 0.000367890 0.000000001 0.631698560 0.85848383 ENSPREG00000019012
## 26166 0.003390930 0.000000100 0.909646120 0.13778979 ENSPREG00000019012
## 26167 0.007186540 0.000000030 0.866845100 0.12811999 ENSPREG00000019012
## 26168 0.014626190 0.000000001 0.000225640 0.51177364 ENSPREG00000019012
## 26169 0.030952530 0.000000010 0.001491650 0.46333199 ENSPREG00000019012
## 26170 0.031249920 0.000000040 0.002850080 0.58246667 ENSPREG00000019012
## 26171 0.023119390 0.000000040 0.001865740 0.33622587 ENSPREG00000019012
## 26172 0.000329200 0.000000090 0.644113150 0.47267397 ENSPREG00000019012
## 26173 0.005280070 0.000000001 0.886811720 0.80651364 ENSPREG00000019012
## 26174 0.005453370 0.000000001 0.048817110 0.00282170 ENSPREG00000019012
## 26175 0.045388400 0.000000001 0.000811140 0.00410770 ENSPREG00000019012
## 26176 0.002214670 0.000000070 0.414686200 0.59398564 ENSPREG00000019012
## 26177 0.012189930 0.000000140 0.002516670 0.13258773 ENSPREG00000019012
## 26178 0.059883400 0.000000070 0.209113490 0.12171326 ENSPREG00000019012
## 26179 0.000514610 0.000000030 0.846170300 0.96502518 ENSPREG00000019012
## 26180 0.000159350 0.000000001 0.980779240 0.92513590 ENSPREG00000019012
## 26181 0.010504480 0.000000010 0.873680550 0.37657860 ENSPREG00000019012
## 26182 0.000028630 0.000000001 0.277159950 0.02301154 ENSPREG00000019012
## 26183 0.004933540 0.000000001 0.088655860 0.11635264 ENSPREG00000019012
## 26184 0.001443710 0.000000001 0.104984930 0.05773556 ENSPREG00000019012
## 26185 0.004273880 0.000000130 0.093098190 0.56006344 ENSPREG00000019012
## 26186 0.018492610 0.000000100 0.069127970 0.77596056 ENSPREG00000019012
## 26187 0.009410500 0.000000001 0.171096650 0.60287858 ENSPREG00000019012
## 26188 0.016011410 0.000000001 0.255623160 0.46490167 ENSPREG00000019012
## 26189 0.010543840 0.000000010 0.635732680 0.23562831 ENSPREG00000019012
## 26190 0.016885980 0.000000060 0.021547600 0.26242060 ENSPREG00000019012
## 26191 0.027605360 0.000000070 0.080666990 0.57825247 ENSPREG00000019012
## 26192 0.002019220 0.000000001 0.340954340 0.91547369 ENSPREG00000019012
## 26193 0.002431960 0.000000080 0.494387690 0.77875496 ENSPREG00000019012
## 26194 0.004625370 0.000000010 0.259496360 0.90285594 ENSPREG00000019012
## 26195 0.564445140 0.000000100 0.096597550 0.12125020 ENSPREG00000019012
## 26196 0.008063850 0.000000001 0.807925960 0.43624764 ENSPREG00000019012
## 26197 0.001837540 0.000000110 0.835381050 0.16194319 ENSPREG00000019012
## 26198 0.005358200 0.000000060 0.028657810 0.98393052 ENSPREG00000019012
## 26199 0.000494800 0.000000001 0.513425670 0.71392084 ENSPREG00000019012
## 26200 0.000562530 0.000000010 0.586320300 0.81688508 ENSPREG00000019012
## 26201 0.015868790 0.000000001 0.015532870 0.22561389 ENSPREG00000019012
## 26202 0.010947730 0.000000001 0.005279530 0.14250347 ENSPREG00000019012
## 26203 0.093804340 0.000000060 0.000663910 0.10626623 ENSPREG00000019012
## 26204 0.011324610 0.000000060 0.714346820 0.74683194 ENSPREG00000019012
## 26205 0.000356930 0.000000001 0.722755960 0.45898411 ENSPREG00000019012
## 26206 0.004547210 0.000000150 0.599379540 0.31544022 ENSPREG00000019012
## 26207 0.012465650 0.000000001 0.333306600 0.23018734 ENSPREG00000019012
## 26208 0.027711590 0.000000001 0.929664180 0.52757229 ENSPREG00000019012
## 26209 0.031682800 0.000000001 0.693475390 0.61751909 ENSPREG00000019012
## 26210 0.018193100 0.000000001 0.527236210 0.25887248 ENSPREG00000019012
## 26211 0.001888330 0.000000010 0.509708600 0.96374903 ENSPREG00000019012
## 26212 0.013177800 0.000000010 0.675169180 0.21904199 ENSPREG00000019012
## 26213 0.118093740 0.000000010 0.342514850 0.61937321 ENSPREG00000019012
## 26214 0.002377200 0.000000001 0.263361840 0.14782377 ENSPREG00000019012
## 26215 0.012290600 0.000000010 0.000670750 0.00148231 ENSPREG00000019012
## 26216 0.002536980 0.000000001 0.832226130 0.25393869 ENSPREG00000019012
## 26217 0.010428180 0.000000001 0.736448700 0.81666430 ENSPREG00000019012
## 26218 0.013496150 0.000000001 0.040629420 0.91318738 ENSPREG00000019012
## 26219 0.004015380 0.000000140 0.721320580 0.13701921 ENSPREG00000019012
## 12257 0.000000120 0.017249470 0.000000001 0.34182959 ENSPREG00000002366
## 12258 0.000000050 0.931938780 0.000000070 0.22102538 ENSPREG00000002366
## 12265 0.000000100 0.096412600 0.000000020 0.64935004 ENSPREG00000002366
## 12267 0.000000040 0.520007510 0.000000040 0.46180391 ENSPREG00000002366
## 12269 0.000000120 0.020653610 0.000000001 0.32950254 ENSPREG00000002366
## 21732 0.000048850 0.000000040 0.000000070 0.01247215 ENSPREG00000002366
## gene_biotype gene_name
## 3173 protein_coding TCF7L1
## 3174 protein_coding TCF7L1
## 3175 protein_coding TCF7L1
## 3176 protein_coding TCF7L1
## 3177 protein_coding TCF7L1
## 3178 protein_coding TCF7L1
## 3179 protein_coding TCF7L1
## 3180 protein_coding TCF7L1
## 12259 protein_coding schip1
## 12260 protein_coding schip1
## 12261 protein_coding schip1
## 12262 protein_coding schip1
## 12263 protein_coding schip1
## 12264 protein_coding schip1
## 12266 protein_coding schip1
## 12268 protein_coding schip1
## 12270 protein_coding schip1
## 12271 protein_coding schip1
## 12272 protein_coding schip1
## 16746 protein_coding gabrr2b
## 17215 protein_coding aebp2
## 17220 protein_coding NXPE3
## 17221 protein_coding NXPE3
## 17222 protein_coding NXPE3
## 17223 protein_coding NXPE3
## 17224 protein_coding NXPE3
## 17225 protein_coding NXPE3
## 17232 protein_coding NXPE3
## 18760 protein_coding gpc5b
## 19711 protein_coding pan2
## 21731 protein_coding schip1
## 21733 protein_coding schip1
## 26121 protein_coding cdc42bpab
## 26122 protein_coding cdc42bpab
## 26123 protein_coding cdc42bpab
## 26124 protein_coding cdc42bpab
## 26125 protein_coding cdc42bpab
## 26126 protein_coding cdc42bpab
## 26127 protein_coding cdc42bpab
## 26128 protein_coding cdc42bpab
## 26129 protein_coding cdc42bpab
## 26130 protein_coding cdc42bpab
## 26131 protein_coding cdc42bpab
## 26132 protein_coding cdc42bpab
## 26133 protein_coding cdc42bpab
## 26134 protein_coding cdc42bpab
## 26135 protein_coding cdc42bpab
## 26136 protein_coding cdc42bpab
## 26137 protein_coding cdc42bpab
## 26138 protein_coding cdc42bpab
## 26139 protein_coding cdc42bpab
## 26140 protein_coding cdc42bpab
## 26141 protein_coding cdc42bpab
## 26142 protein_coding cdc42bpab
## 26143 protein_coding cdc42bpab
## 26144 protein_coding cdc42bpab
## 26145 protein_coding cdc42bpab
## 26146 protein_coding cdc42bpab
## 26147 protein_coding cdc42bpab
## 26148 protein_coding cdc42bpab
## 26149 protein_coding cdc42bpab
## 26150 protein_coding cdc42bpab
## 26151 protein_coding cdc42bpab
## 26152 protein_coding cdc42bpab
## 26153 protein_coding cdc42bpab
## 26154 protein_coding cdc42bpab
## 26155 protein_coding cdc42bpab
## 26156 protein_coding cdc42bpab
## 26157 protein_coding cdc42bpab
## 26158 protein_coding cdc42bpab
## 26159 protein_coding cdc42bpab
## 26160 protein_coding cdc42bpab
## 26161 protein_coding cdc42bpab
## 26162 protein_coding cdc42bpab
## 26163 protein_coding cdc42bpab
## 26164 protein_coding cdc42bpab
## 26165 protein_coding cdc42bpab
## 26166 protein_coding cdc42bpab
## 26167 protein_coding cdc42bpab
## 26168 protein_coding cdc42bpab
## 26169 protein_coding cdc42bpab
## 26170 protein_coding cdc42bpab
## 26171 protein_coding cdc42bpab
## 26172 protein_coding cdc42bpab
## 26173 protein_coding cdc42bpab
## 26174 protein_coding cdc42bpab
## 26175 protein_coding cdc42bpab
## 26176 protein_coding cdc42bpab
## 26177 protein_coding cdc42bpab
## 26178 protein_coding cdc42bpab
## 26179 protein_coding cdc42bpab
## 26180 protein_coding cdc42bpab
## 26181 protein_coding cdc42bpab
## 26182 protein_coding cdc42bpab
## 26183 protein_coding cdc42bpab
## 26184 protein_coding cdc42bpab
## 26185 protein_coding cdc42bpab
## 26186 protein_coding cdc42bpab
## 26187 protein_coding cdc42bpab
## 26188 protein_coding cdc42bpab
## 26189 protein_coding cdc42bpab
## 26190 protein_coding cdc42bpab
## 26191 protein_coding cdc42bpab
## 26192 protein_coding cdc42bpab
## 26193 protein_coding cdc42bpab
## 26194 protein_coding cdc42bpab
## 26195 protein_coding cdc42bpab
## 26196 protein_coding cdc42bpab
## 26197 protein_coding cdc42bpab
## 26198 protein_coding cdc42bpab
## 26199 protein_coding cdc42bpab
## 26200 protein_coding cdc42bpab
## 26201 protein_coding cdc42bpab
## 26202 protein_coding cdc42bpab
## 26203 protein_coding cdc42bpab
## 26204 protein_coding cdc42bpab
## 26205 protein_coding cdc42bpab
## 26206 protein_coding cdc42bpab
## 26207 protein_coding cdc42bpab
## 26208 protein_coding cdc42bpab
## 26209 protein_coding cdc42bpab
## 26210 protein_coding cdc42bpab
## 26211 protein_coding cdc42bpab
## 26212 protein_coding cdc42bpab
## 26213 protein_coding cdc42bpab
## 26214 protein_coding cdc42bpab
## 26215 protein_coding cdc42bpab
## 26216 protein_coding cdc42bpab
## 26217 protein_coding cdc42bpab
## 26218 protein_coding cdc42bpab
## 26219 protein_coding cdc42bpab
## 12257 protein_coding schip1
## 12258 protein_coding schip1
## 12265 protein_coding schip1
## 12267 protein_coding schip1
## 12269 protein_coding schip1
## 21732 protein_coding schip1
geneticcrossdata15CvL
## chromosome location chromosomecode ref sigF.CG sigF.CL sigM.CG sigM.CL
## 3173 LG9 27647187 NC024338 A 1 0 0 0
## 3174 LG9 27648001 NC024338 C 1 0 0 0
## 3175 LG9 27649290 NC024338 t 1 0 0 0
## 3176 LG9 27649303 NC024338 T 1 0 0 0
## 3177 LG9 27649337 NC024338 A 1 0 0 0
## 3178 LG9 27649364 NC024338 A 1 0 0 0
## 3179 LG9 27649379 NC024338 G 1 0 0 0
## 3180 LG9 27650640 NC024338 A 1 0 0 0
## 12257 LG13 18866464 NC024342 G 1 0 1 0
## 12258 LG13 18877782 NC024342 A 1 0 1 0
## 12259 LG13 18906054 NC024342 T 1 0 0 0
## 12260 LG13 18906104 NC024342 t 1 0 0 0
## 12261 LG13 18906264 NC024342 G 1 0 0 0
## 12262 LG13 18906269 NC024342 A 1 0 0 0
## 12263 LG13 18978299 NC024342 a 1 0 0 0
## 12264 LG13 18982573 NC024342 T 1 0 0 0
## 12265 LG13 18983780 NC024342 A 1 0 1 0
## 12266 LG13 18994545 NC024342 G 1 0 0 0
## 12267 LG13 19015225 NC024342 a 1 0 1 0
## 12268 LG13 19050643 NC024342 T 1 0 0 0
## 12269 LG13 19050654 NC024342 C 1 0 1 0
## 12270 LG13 19059385 NC024342 G 1 0 0 0
## 12271 LG13 19059392 NC024342 G 1 0 0 0
## 12272 LG13 19063984 NC024342 g 1 0 0 0
## 16746 LG21 23651303 NC024350 g 1 0 0 0
## 17215 LG23 12902297 NC024352 T 1 0 0 0
## 17220 LG23 14852532 NC024352 C 1 0 0 0
## 17221 LG23 14930603 NC024352 A 1 0 0 0
## 17222 LG23 14948754 NC024352 C 1 0 0 0
## 17223 LG23 14949881 NC024352 A 1 0 0 0
## 17224 LG23 14963024 NC024352 a 1 0 0 0
## 17225 LG23 14963103 NC024352 g 1 0 0 0
## 17232 LG23 15033798 NC024352 T 1 0 0 0
## 18760 LG4 1841984 NC024333 A 0 1 0 0
## 19711 LG7 16691316 NC024336 C 0 1 0 0
## 21731 LG13 18806146 NC024342 c 0 1 0 0
## 21732 LG13 18835956 NC024342 C 0 1 1 0
## 21733 LG13 18950058 NC024342 A 0 1 0 0
## 26121 LG21 20721917 NC024350 G 0 1 0 0
## 26122 LG21 20721926 NC024350 T 0 1 0 0
## 26123 LG21 20722140 NC024350 G 0 1 0 0
## 26124 LG21 20722300 NC024350 A 0 1 0 0
## 26125 LG21 20722699 NC024350 G 0 1 0 0
## 26126 LG21 20732271 NC024350 t 0 1 0 0
## 26127 LG21 20736173 NC024350 C 0 1 0 0
## 26128 LG21 20736449 NC024350 a 0 1 0 0
## 26129 LG21 20736491 NC024350 c 0 1 0 0
## 26130 LG21 20736561 NC024350 C 0 1 0 0
## 26131 LG21 20736952 NC024350 G 0 1 0 0
## 26132 LG21 20737815 NC024350 C 0 1 0 0
## 26133 LG21 20740610 NC024350 G 0 1 0 0
## 26134 LG21 20743175 NC024350 c 0 1 0 0
## 26135 LG21 20743189 NC024350 A 0 1 0 0
## 26136 LG21 20743201 NC024350 T 0 1 0 0
## 26137 LG21 20746780 NC024350 c 0 1 0 0
## 26138 LG21 20746931 NC024350 G 0 1 0 0
## 26139 LG21 20748076 NC024350 G 0 1 0 0
## 26140 LG21 20748843 NC024350 c 0 1 0 0
## 26141 LG21 20748964 NC024350 A 0 1 0 0
## 26142 LG21 20749051 NC024350 T 0 1 0 0
## 26143 LG21 20749633 NC024350 G 0 1 0 0
## 26144 LG21 20751546 NC024350 G 0 1 0 0
## 26145 LG21 20751549 NC024350 g 0 1 0 0
## 26146 LG21 20751563 NC024350 t 0 1 0 0
## 26147 LG21 20751677 NC024350 A 0 1 0 0
## 26148 LG21 20752333 NC024350 A 0 1 0 0
## 26149 LG21 20752889 NC024350 G 0 1 0 0
## 26150 LG21 20754173 NC024350 C 0 1 0 0
## 26151 LG21 20754696 NC024350 c 0 1 0 0
## 26152 LG21 20755316 NC024350 G 0 1 0 0
## 26153 LG21 20756015 NC024350 A 0 1 0 0
## 26154 LG21 20756113 NC024350 a 0 1 0 0
## 26155 LG21 20756136 NC024350 C 0 1 0 0
## 26156 LG21 20756204 NC024350 G 0 1 0 0
## 26157 LG21 20758769 NC024350 G 0 1 0 0
## 26158 LG21 20758817 NC024350 G 0 1 0 0
## 26159 LG21 20759094 NC024350 A 0 1 0 0
## 26160 LG21 20759116 NC024350 A 0 1 0 0
## 26161 LG21 20760780 NC024350 C 0 1 0 0
## 26162 LG21 20760811 NC024350 G 0 1 0 0
## 26163 LG21 20760934 NC024350 A 0 1 0 0
## 26164 LG21 20760956 NC024350 T 0 1 0 0
## 26165 LG21 20761041 NC024350 A 0 1 0 0
## 26166 LG21 20761256 NC024350 g 0 1 0 0
## 26167 LG21 20761267 NC024350 g 0 1 0 0
## 26168 LG21 20763561 NC024350 C 0 1 0 0
## 26169 LG21 20763569 NC024350 A 0 1 0 0
## 26170 LG21 20763573 NC024350 C 0 1 0 0
## 26171 LG21 20763579 NC024350 T 0 1 0 0
## 26172 LG21 20763738 NC024350 C 0 1 0 0
## 26173 LG21 20764612 NC024350 G 0 1 0 0
## 26174 LG21 20764871 NC024350 G 0 1 0 0
## 26175 LG21 20765019 NC024350 A 0 1 0 0
## 26176 LG21 20766501 NC024350 T 0 1 0 0
## 26177 LG21 20768569 NC024350 T 0 1 0 0
## 26178 LG21 20769574 NC024350 C 0 1 0 0
## 26179 LG21 20770094 NC024350 C 0 1 0 0
## 26180 LG21 20770098 NC024350 G 0 1 0 0
## 26181 LG21 20772350 NC024350 C 0 1 0 0
## 26182 LG21 20774237 NC024350 G 0 1 0 0
## 26183 LG21 20775834 NC024350 A 0 1 0 0
## 26184 LG21 20775839 NC024350 T 0 1 0 0
## 26185 LG21 20776843 NC024350 c 0 1 0 0
## 26186 LG21 20776876 NC024350 C 0 1 0 0
## 26187 LG21 20777291 NC024350 G 0 1 0 0
## 26188 LG21 20777293 NC024350 T 0 1 0 0
## 26189 LG21 20777344 NC024350 a 0 1 0 0
## 26190 LG21 20779250 NC024350 G 0 1 0 0
## 26191 LG21 20779304 NC024350 G 0 1 0 0
## 26192 LG21 20779369 NC024350 A 0 1 0 0
## 26193 LG21 20779406 NC024350 c 0 1 0 0
## 26194 LG21 20779424 NC024350 c 0 1 0 0
## 26195 LG21 20782338 NC024350 G 0 1 0 0
## 26196 LG21 20782974 NC024350 C 0 1 0 0
## 26197 LG21 20783925 NC024350 G 0 1 0 0
## 26198 LG21 20783958 NC024350 a 0 1 0 0
## 26199 LG21 20784303 NC024350 A 0 1 0 0
## 26200 LG21 20784328 NC024350 A 0 1 0 0
## 26201 LG21 20785839 NC024350 a 0 1 0 0
## 26202 LG21 20785845 NC024350 c 0 1 0 0
## 26203 LG21 20785892 NC024350 a 0 1 0 0
## 26204 LG21 20785970 NC024350 A 0 1 0 0
## 26205 LG21 20790636 NC024350 C 0 1 0 0
## 26206 LG21 20794844 NC024350 C 0 1 0 0
## 26207 LG21 20795126 NC024350 A 0 1 0 0
## 26208 LG21 20795131 NC024350 C 0 1 0 0
## 26209 LG21 20795218 NC024350 A 0 1 0 0
## 26210 LG21 20795224 NC024350 T 0 1 0 0
## 26211 LG21 20800656 NC024350 t 0 1 0 0
## 26212 LG21 20801352 NC024350 G 0 1 0 0
## 26213 LG21 20802367 NC024350 C 0 1 0 0
## 26214 LG21 20802601 NC024350 c 0 1 0 0
## 26215 LG21 20803849 NC024350 t 0 1 0 0
## 26216 LG21 20804602 NC024350 A 0 1 0 0
## 26217 LG21 20804625 NC024350 A 0 1 0 0
## 26218 LG21 20805652 NC024350 C 0 1 0 0
## 26219 LG21 20806039 NC024350 a 0 1 0 0
## CGfemalepval CLfemalepval CGmalepval CLmalepval gene_id
## 3173 0.000000110 0.323346840 0.632975140 0.19063900 ENSPREG00000007804
## 3174 0.000000040 0.988384550 0.685585940 0.43491432 ENSPREG00000007804
## 3175 0.000000010 0.392458540 0.038943670 0.00517703 ENSPREG00000007804
## 3176 0.000000001 0.267461090 0.059456200 0.01028321 ENSPREG00000007804
## 3177 0.000000001 0.203986250 0.055704230 0.03537615 ENSPREG00000007804
## 3178 0.000000001 0.044370450 0.170725280 0.16660737 ENSPREG00000007804
## 3179 0.000000020 0.053345640 0.133052230 0.26756513 ENSPREG00000007804
## 3180 0.000000020 0.380265620 0.419085110 0.52857633 ENSPREG00000007804
## 12257 0.000000120 0.017249470 0.000000001 0.34182959 ENSPREG00000002366
## 12258 0.000000050 0.931938780 0.000000070 0.22102538 ENSPREG00000002366
## 12259 0.000000010 0.437715400 0.000000560 0.70223206 ENSPREG00000002366
## 12260 0.000000020 0.756041560 0.000009240 0.69133427 ENSPREG00000002366
## 12261 0.000000080 0.952846280 0.000017860 0.77318437 ENSPREG00000002366
## 12262 0.000000100 0.921807250 0.000006110 0.63858805 ENSPREG00000002366
## 12263 0.000000120 0.073119600 0.000003300 0.95022412 ENSPREG00000002366
## 12264 0.000000040 0.671588180 0.000000350 0.16681854 ENSPREG00000002366
## 12265 0.000000100 0.096412600 0.000000020 0.64935004 ENSPREG00000002366
## 12266 0.000000120 0.591190740 0.000002240 0.50330883 ENSPREG00000002366
## 12267 0.000000040 0.520007510 0.000000040 0.46180391 ENSPREG00000002366
## 12268 0.000000100 0.012408960 0.000000460 0.66301911 ENSPREG00000002366
## 12269 0.000000120 0.020653610 0.000000001 0.32950254 ENSPREG00000002366
## 12270 0.000000120 0.073111380 0.000001640 0.54121314 ENSPREG00000002366
## 12271 0.000000140 0.080020940 0.000001000 0.32963564 ENSPREG00000002366
## 12272 0.000000080 0.503832260 0.000000500 0.87012513 ENSPREG00000002366
## 16746 0.000000130 0.740677860 0.579613190 0.25278966 ENSPREG00000001261
## 17215 0.000000110 0.000001820 0.000473420 0.02093036 ENSPREG00000012486
## 17220 0.000000070 0.464958550 0.011153720 0.08437801 ENSPREG00000014498
## 17221 0.000000050 0.051354370 0.600652860 0.93722353 ENSPREG00000014534
## 17222 0.000000100 0.861404040 0.090070130 0.55644932 ENSPREG00000014559
## 17223 0.000000010 0.674855500 0.119433190 0.36884038 ENSPREG00000014559
## 17224 0.000000001 0.046640200 0.043666470 0.93363564 ENSPREG00000014579
## 17225 0.000000001 0.004921910 0.084943510 0.65058679 ENSPREG00000014579
## 17232 0.000000130 0.588228440 0.571390370 0.04206328 ENSPREG00000014669
## 18760 0.012565050 0.000000070 0.855153620 0.00003348 ENSPREG00000021468
## 19711 0.001031960 0.000000060 0.000083850 0.00121293 ENSPREG00000000900
## 21731 0.020212830 0.000000080 0.019170880 0.28731458 ENSPREG00000002366
## 21732 0.000048850 0.000000040 0.000000070 0.01247215 ENSPREG00000002366
## 21733 0.118444300 0.000000030 0.000391830 0.63371692 ENSPREG00000002366
## 26121 0.012319600 0.000000010 0.088340750 0.22753940 ENSPREG00000019012
## 26122 0.025028850 0.000000020 0.146581380 0.12307953 ENSPREG00000019012
## 26123 0.002597370 0.000000110 0.068222200 0.26146807 ENSPREG00000019012
## 26124 0.073537330 0.000000010 0.005743720 0.04342454 ENSPREG00000019012
## 26125 0.002829530 0.000000120 0.874816230 0.35026867 ENSPREG00000019012
## 26126 0.003851450 0.000000060 0.075905680 0.40693142 ENSPREG00000019012
## 26127 0.000145060 0.000000160 0.450697540 0.69261686 ENSPREG00000019012
## 26128 0.000147720 0.000000050 0.037851370 0.11413459 ENSPREG00000019012
## 26129 0.000098460 0.000000030 0.015484430 0.19205498 ENSPREG00000019012
## 26130 0.003103120 0.000000090 0.063995180 0.06636632 ENSPREG00000019012
## 26131 0.004023490 0.000000020 0.489300930 0.76783690 ENSPREG00000019012
## 26132 0.022665970 0.000000060 0.818906450 0.27534803 ENSPREG00000019012
## 26133 0.009397950 0.000000050 0.487127180 0.28449295 ENSPREG00000019012
## 26134 0.000235520 0.000000030 0.262980820 0.28906524 ENSPREG00000019012
## 26135 0.000118340 0.000000001 0.498939120 0.45506778 ENSPREG00000019012
## 26136 0.000106230 0.000000040 0.159217480 0.14891870 ENSPREG00000019012
## 26137 0.028568750 0.000000070 0.856017740 0.57542192 ENSPREG00000019012
## 26138 0.037390160 0.000000050 0.410989340 0.44959102 ENSPREG00000019012
## 26139 0.003919110 0.000000010 0.975287570 0.85383039 ENSPREG00000019012
## 26140 0.001863300 0.000000060 0.245477350 0.32129397 ENSPREG00000019012
## 26141 0.002180580 0.000000001 0.413586030 0.22359767 ENSPREG00000019012
## 26142 0.012072530 0.000000050 0.487800550 0.62413832 ENSPREG00000019012
## 26143 0.000617570 0.000000010 0.896117750 0.30270029 ENSPREG00000019012
## 26144 0.660086860 0.000000050 0.303015840 0.93926608 ENSPREG00000019012
## 26145 0.828116730 0.000000050 0.268012420 0.96850465 ENSPREG00000019012
## 26146 0.907506180 0.000000090 0.498916220 0.92429812 ENSPREG00000019012
## 26147 0.177932270 0.000000130 0.183885390 0.38126625 ENSPREG00000019012
## 26148 0.000297830 0.000000020 0.054659640 0.93911483 ENSPREG00000019012
## 26149 0.036086890 0.000000010 0.120423480 0.05168879 ENSPREG00000019012
## 26150 0.026505110 0.000000030 0.133315630 0.96407439 ENSPREG00000019012
## 26151 0.000091570 0.000000050 0.055295480 0.31687366 ENSPREG00000019012
## 26152 0.005221880 0.000000120 0.984260680 0.54567426 ENSPREG00000019012
## 26153 0.014077350 0.000000001 0.000180930 0.24202729 ENSPREG00000019012
## 26154 0.000815110 0.000000010 0.011494260 0.65217375 ENSPREG00000019012
## 26155 0.021149740 0.000000020 0.025039410 0.45569370 ENSPREG00000019012
## 26156 0.012405170 0.000000140 0.039380840 0.99672794 ENSPREG00000019012
## 26157 0.012432320 0.000000010 0.122909660 0.31296327 ENSPREG00000019012
## 26158 0.003519150 0.000000010 0.218798520 0.59603511 ENSPREG00000019012
## 26159 0.031323920 0.000000010 0.207686550 0.66706398 ENSPREG00000019012
## 26160 0.029181080 0.000000010 0.116214600 0.99811118 ENSPREG00000019012
## 26161 0.168677310 0.000000050 0.003890670 0.29554649 ENSPREG00000019012
## 26162 0.057965120 0.000000070 0.028126720 0.56509859 ENSPREG00000019012
## 26163 0.000369610 0.000000010 0.276126920 0.56529299 ENSPREG00000019012
## 26164 0.001476740 0.000000001 0.544673130 0.39077038 ENSPREG00000019012
## 26165 0.000367890 0.000000001 0.631698560 0.85848383 ENSPREG00000019012
## 26166 0.003390930 0.000000100 0.909646120 0.13778979 ENSPREG00000019012
## 26167 0.007186540 0.000000030 0.866845100 0.12811999 ENSPREG00000019012
## 26168 0.014626190 0.000000001 0.000225640 0.51177364 ENSPREG00000019012
## 26169 0.030952530 0.000000010 0.001491650 0.46333199 ENSPREG00000019012
## 26170 0.031249920 0.000000040 0.002850080 0.58246667 ENSPREG00000019012
## 26171 0.023119390 0.000000040 0.001865740 0.33622587 ENSPREG00000019012
## 26172 0.000329200 0.000000090 0.644113150 0.47267397 ENSPREG00000019012
## 26173 0.005280070 0.000000001 0.886811720 0.80651364 ENSPREG00000019012
## 26174 0.005453370 0.000000001 0.048817110 0.00282170 ENSPREG00000019012
## 26175 0.045388400 0.000000001 0.000811140 0.00410770 ENSPREG00000019012
## 26176 0.002214670 0.000000070 0.414686200 0.59398564 ENSPREG00000019012
## 26177 0.012189930 0.000000140 0.002516670 0.13258773 ENSPREG00000019012
## 26178 0.059883400 0.000000070 0.209113490 0.12171326 ENSPREG00000019012
## 26179 0.000514610 0.000000030 0.846170300 0.96502518 ENSPREG00000019012
## 26180 0.000159350 0.000000001 0.980779240 0.92513590 ENSPREG00000019012
## 26181 0.010504480 0.000000010 0.873680550 0.37657860 ENSPREG00000019012
## 26182 0.000028630 0.000000001 0.277159950 0.02301154 ENSPREG00000019012
## 26183 0.004933540 0.000000001 0.088655860 0.11635264 ENSPREG00000019012
## 26184 0.001443710 0.000000001 0.104984930 0.05773556 ENSPREG00000019012
## 26185 0.004273880 0.000000130 0.093098190 0.56006344 ENSPREG00000019012
## 26186 0.018492610 0.000000100 0.069127970 0.77596056 ENSPREG00000019012
## 26187 0.009410500 0.000000001 0.171096650 0.60287858 ENSPREG00000019012
## 26188 0.016011410 0.000000001 0.255623160 0.46490167 ENSPREG00000019012
## 26189 0.010543840 0.000000010 0.635732680 0.23562831 ENSPREG00000019012
## 26190 0.016885980 0.000000060 0.021547600 0.26242060 ENSPREG00000019012
## 26191 0.027605360 0.000000070 0.080666990 0.57825247 ENSPREG00000019012
## 26192 0.002019220 0.000000001 0.340954340 0.91547369 ENSPREG00000019012
## 26193 0.002431960 0.000000080 0.494387690 0.77875496 ENSPREG00000019012
## 26194 0.004625370 0.000000010 0.259496360 0.90285594 ENSPREG00000019012
## 26195 0.564445140 0.000000100 0.096597550 0.12125020 ENSPREG00000019012
## 26196 0.008063850 0.000000001 0.807925960 0.43624764 ENSPREG00000019012
## 26197 0.001837540 0.000000110 0.835381050 0.16194319 ENSPREG00000019012
## 26198 0.005358200 0.000000060 0.028657810 0.98393052 ENSPREG00000019012
## 26199 0.000494800 0.000000001 0.513425670 0.71392084 ENSPREG00000019012
## 26200 0.000562530 0.000000010 0.586320300 0.81688508 ENSPREG00000019012
## 26201 0.015868790 0.000000001 0.015532870 0.22561389 ENSPREG00000019012
## 26202 0.010947730 0.000000001 0.005279530 0.14250347 ENSPREG00000019012
## 26203 0.093804340 0.000000060 0.000663910 0.10626623 ENSPREG00000019012
## 26204 0.011324610 0.000000060 0.714346820 0.74683194 ENSPREG00000019012
## 26205 0.000356930 0.000000001 0.722755960 0.45898411 ENSPREG00000019012
## 26206 0.004547210 0.000000150 0.599379540 0.31544022 ENSPREG00000019012
## 26207 0.012465650 0.000000001 0.333306600 0.23018734 ENSPREG00000019012
## 26208 0.027711590 0.000000001 0.929664180 0.52757229 ENSPREG00000019012
## 26209 0.031682800 0.000000001 0.693475390 0.61751909 ENSPREG00000019012
## 26210 0.018193100 0.000000001 0.527236210 0.25887248 ENSPREG00000019012
## 26211 0.001888330 0.000000010 0.509708600 0.96374903 ENSPREG00000019012
## 26212 0.013177800 0.000000010 0.675169180 0.21904199 ENSPREG00000019012
## 26213 0.118093740 0.000000010 0.342514850 0.61937321 ENSPREG00000019012
## 26214 0.002377200 0.000000001 0.263361840 0.14782377 ENSPREG00000019012
## 26215 0.012290600 0.000000010 0.000670750 0.00148231 ENSPREG00000019012
## 26216 0.002536980 0.000000001 0.832226130 0.25393869 ENSPREG00000019012
## 26217 0.010428180 0.000000001 0.736448700 0.81666430 ENSPREG00000019012
## 26218 0.013496150 0.000000001 0.040629420 0.91318738 ENSPREG00000019012
## 26219 0.004015380 0.000000140 0.721320580 0.13701921 ENSPREG00000019012
## gene_biotype gene_name
## 3173 protein_coding TCF7L1
## 3174 protein_coding TCF7L1
## 3175 protein_coding TCF7L1
## 3176 protein_coding TCF7L1
## 3177 protein_coding TCF7L1
## 3178 protein_coding TCF7L1
## 3179 protein_coding TCF7L1
## 3180 protein_coding TCF7L1
## 12257 protein_coding schip1
## 12258 protein_coding schip1
## 12259 protein_coding schip1
## 12260 protein_coding schip1
## 12261 protein_coding schip1
## 12262 protein_coding schip1
## 12263 protein_coding schip1
## 12264 protein_coding schip1
## 12265 protein_coding schip1
## 12266 protein_coding schip1
## 12267 protein_coding schip1
## 12268 protein_coding schip1
## 12269 protein_coding schip1
## 12270 protein_coding schip1
## 12271 protein_coding schip1
## 12272 protein_coding schip1
## 16746 protein_coding gabrr2b
## 17215 protein_coding aebp2
## 17220 protein_coding NXPE3
## 17221 protein_coding NXPE3
## 17222 protein_coding NXPE3
## 17223 protein_coding NXPE3
## 17224 protein_coding NXPE3
## 17225 protein_coding NXPE3
## 17232 protein_coding NXPE3
## 18760 protein_coding gpc5b
## 19711 protein_coding pan2
## 21731 protein_coding schip1
## 21732 protein_coding schip1
## 21733 protein_coding schip1
## 26121 protein_coding cdc42bpab
## 26122 protein_coding cdc42bpab
## 26123 protein_coding cdc42bpab
## 26124 protein_coding cdc42bpab
## 26125 protein_coding cdc42bpab
## 26126 protein_coding cdc42bpab
## 26127 protein_coding cdc42bpab
## 26128 protein_coding cdc42bpab
## 26129 protein_coding cdc42bpab
## 26130 protein_coding cdc42bpab
## 26131 protein_coding cdc42bpab
## 26132 protein_coding cdc42bpab
## 26133 protein_coding cdc42bpab
## 26134 protein_coding cdc42bpab
## 26135 protein_coding cdc42bpab
## 26136 protein_coding cdc42bpab
## 26137 protein_coding cdc42bpab
## 26138 protein_coding cdc42bpab
## 26139 protein_coding cdc42bpab
## 26140 protein_coding cdc42bpab
## 26141 protein_coding cdc42bpab
## 26142 protein_coding cdc42bpab
## 26143 protein_coding cdc42bpab
## 26144 protein_coding cdc42bpab
## 26145 protein_coding cdc42bpab
## 26146 protein_coding cdc42bpab
## 26147 protein_coding cdc42bpab
## 26148 protein_coding cdc42bpab
## 26149 protein_coding cdc42bpab
## 26150 protein_coding cdc42bpab
## 26151 protein_coding cdc42bpab
## 26152 protein_coding cdc42bpab
## 26153 protein_coding cdc42bpab
## 26154 protein_coding cdc42bpab
## 26155 protein_coding cdc42bpab
## 26156 protein_coding cdc42bpab
## 26157 protein_coding cdc42bpab
## 26158 protein_coding cdc42bpab
## 26159 protein_coding cdc42bpab
## 26160 protein_coding cdc42bpab
## 26161 protein_coding cdc42bpab
## 26162 protein_coding cdc42bpab
## 26163 protein_coding cdc42bpab
## 26164 protein_coding cdc42bpab
## 26165 protein_coding cdc42bpab
## 26166 protein_coding cdc42bpab
## 26167 protein_coding cdc42bpab
## 26168 protein_coding cdc42bpab
## 26169 protein_coding cdc42bpab
## 26170 protein_coding cdc42bpab
## 26171 protein_coding cdc42bpab
## 26172 protein_coding cdc42bpab
## 26173 protein_coding cdc42bpab
## 26174 protein_coding cdc42bpab
## 26175 protein_coding cdc42bpab
## 26176 protein_coding cdc42bpab
## 26177 protein_coding cdc42bpab
## 26178 protein_coding cdc42bpab
## 26179 protein_coding cdc42bpab
## 26180 protein_coding cdc42bpab
## 26181 protein_coding cdc42bpab
## 26182 protein_coding cdc42bpab
## 26183 protein_coding cdc42bpab
## 26184 protein_coding cdc42bpab
## 26185 protein_coding cdc42bpab
## 26186 protein_coding cdc42bpab
## 26187 protein_coding cdc42bpab
## 26188 protein_coding cdc42bpab
## 26189 protein_coding cdc42bpab
## 26190 protein_coding cdc42bpab
## 26191 protein_coding cdc42bpab
## 26192 protein_coding cdc42bpab
## 26193 protein_coding cdc42bpab
## 26194 protein_coding cdc42bpab
## 26195 protein_coding cdc42bpab
## 26196 protein_coding cdc42bpab
## 26197 protein_coding cdc42bpab
## 26198 protein_coding cdc42bpab
## 26199 protein_coding cdc42bpab
## 26200 protein_coding cdc42bpab
## 26201 protein_coding cdc42bpab
## 26202 protein_coding cdc42bpab
## 26203 protein_coding cdc42bpab
## 26204 protein_coding cdc42bpab
## 26205 protein_coding cdc42bpab
## 26206 protein_coding cdc42bpab
## 26207 protein_coding cdc42bpab
## 26208 protein_coding cdc42bpab
## 26209 protein_coding cdc42bpab
## 26210 protein_coding cdc42bpab
## 26211 protein_coding cdc42bpab
## 26212 protein_coding cdc42bpab
## 26213 protein_coding cdc42bpab
## 26214 protein_coding cdc42bpab
## 26215 protein_coding cdc42bpab
## 26216 protein_coding cdc42bpab
## 26217 protein_coding cdc42bpab
## 26218 protein_coding cdc42bpab
## 26219 protein_coding cdc42bpab
#filter objects for only those signficant in CvG and CvL respectively
geneticcrossdataCvG <- geneticcrossdataCvG %>% filter(sigF.CG == 1)
geneticcrossdataCvL <- geneticcrossdataCvL %>% filter(sigF.CL == 1)
geneticcrossdata10CvG <- geneticcrossdata10CvG %>% filter(sigF.CG == 1)
geneticcrossdata10CvL <- geneticcrossdata10CvL %>% filter(sigF.CL == 1)
geneticcrossdata15CvG <- geneticcrossdata15CvG %>% filter(sigF.CG == 1)
geneticcrossdata15CvL <- geneticcrossdata15CvL %>% filter(sigF.CL == 1)
Data frames filtered for the above genes
gpc5b
intgenesmethdif15
## [1] "gpc5b" "TCF7L1" "pan2" "NXPE3" "gabrr2b" "schip1"
## [7] "cdc42bpab" "aebp2"
gpc5bmeth <- methylcrossdata10[grep("gpc5b",methylcrossdata10$gene_name),]
gpc5bgenCvG <- geneticcrossdata10CvG[grep("gpc5b",geneticcrossdata10CvG$gene_name),]
gpc5bgenCvL <- geneticcrossdata10CvL[grep("gpc5b",geneticcrossdata10CvL$gene_name),]
#Significantly methylated tiles
gpc5bmeth %>%
kbl(caption = "Significantly methylated tiles for gpc5b gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly methylated tiles for gpc5b gene
|
|
comparison
|
chromosome
|
start
|
end
|
pvalue
|
qvalue
|
meth.diff
|
gene_id
|
transcript_id
|
gene_name
|
|
1
|
CvG
|
LG4
|
1847001
|
1848000
|
0
|
0
|
19.23948
|
ENSPREG00000021468
|
ENSPRET00000032035
|
gpc5b
|
|
3
|
CvG
|
LG4
|
1846001
|
1847000
|
0
|
0
|
19.89769
|
ENSPREG00000021468
|
ENSPRET00000032035
|
gpc5b
|
|
400
|
GvL
|
LG4
|
1847001
|
1848000
|
0
|
0
|
-19.01626
|
ENSPREG00000021468
|
ENSPRET00000032035
|
gpc5b
|
|
402
|
GvL
|
LG4
|
1846001
|
1847000
|
0
|
0
|
-19.30979
|
ENSPREG00000021468
|
ENSPRET00000032035
|
gpc5b
|
#Significant SNPs in CvL comparison
gpc5bgenCvL %>%
kbl(caption = "Significant SNPs in CvL comparison for gpc5b gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for gpc5b gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
81
|
LG4
|
1841984
|
NC024333
|
A
|
0
|
1
|
0
|
0
|
0.012565
|
1e-07
|
0.8551536
|
3.35e-05
|
ENSPREG00000021468
|
protein_coding
|
gpc5b
|
TCF7L1
TCF7L1meth <- methylcrossdata10[grep("TCF7L1",methylcrossdata10$gene_name),]
TCF7L1genCvG <- geneticcrossdata10CvG[grep("TCF7L1",geneticcrossdata10CvG$gene_name),]
TCF7L1genCvL <- geneticcrossdata10CvL[grep("TCF7L1",geneticcrossdata10CvL$gene_name),]
#Significantly methylated tiles
TCF7L1meth %>%
kbl(caption = "Significant SNPs in CvL comparison for TCF7L1 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for TCF7L1 gene
|
|
comparison
|
chromosome
|
start
|
end
|
pvalue
|
qvalue
|
meth.diff
|
gene_id
|
transcript_id
|
gene_name
|
|
104
|
CvG
|
LG9
|
27646001
|
27647000
|
0
|
4e-07
|
15.8688
|
ENSPREG00000007804
|
ENSPRET00000011592
|
TCF7L1
|
#Significant SNPs in CvG comparison
TCF7L1genCvG %>%
kbl(caption = "Significant SNPs in CvL comparison for TCF7L1 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for TCF7L1 gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
81
|
LG9
|
27647187
|
NC024338
|
A
|
1
|
0
|
0
|
0
|
1e-07
|
0.3233468
|
0.6329751
|
0.1906390
|
ENSPREG00000007804
|
protein_coding
|
TCF7L1
|
|
82
|
LG9
|
27648001
|
NC024338
|
C
|
1
|
0
|
0
|
0
|
0e+00
|
0.9883846
|
0.6855859
|
0.4349143
|
ENSPREG00000007804
|
protein_coding
|
TCF7L1
|
|
83
|
LG9
|
27649290
|
NC024338
|
t
|
1
|
0
|
0
|
0
|
0e+00
|
0.3924585
|
0.0389437
|
0.0051770
|
ENSPREG00000007804
|
protein_coding
|
TCF7L1
|
|
84
|
LG9
|
27649303
|
NC024338
|
T
|
1
|
0
|
0
|
0
|
0e+00
|
0.2674611
|
0.0594562
|
0.0102832
|
ENSPREG00000007804
|
protein_coding
|
TCF7L1
|
|
85
|
LG9
|
27649337
|
NC024338
|
A
|
1
|
0
|
0
|
0
|
0e+00
|
0.2039862
|
0.0557042
|
0.0353762
|
ENSPREG00000007804
|
protein_coding
|
TCF7L1
|
|
86
|
LG9
|
27649364
|
NC024338
|
A
|
1
|
0
|
0
|
0
|
0e+00
|
0.0443704
|
0.1707253
|
0.1666074
|
ENSPREG00000007804
|
protein_coding
|
TCF7L1
|
|
87
|
LG9
|
27649379
|
NC024338
|
G
|
1
|
0
|
0
|
0
|
0e+00
|
0.0533456
|
0.1330522
|
0.2675651
|
ENSPREG00000007804
|
protein_coding
|
TCF7L1
|
|
88
|
LG9
|
27650640
|
NC024338
|
A
|
1
|
0
|
0
|
0
|
0e+00
|
0.3802656
|
0.4190851
|
0.5285763
|
ENSPREG00000007804
|
protein_coding
|
TCF7L1
|
pan2
pan2meth <- methylcrossdata10[grep("pan2",methylcrossdata10$gene_name),]
pan2genCvG <- geneticcrossdata10CvG[grep("pan2",geneticcrossdata10CvG$gene_name),]
pan2genCvL <- geneticcrossdata10CvL[grep("pan2",geneticcrossdata10CvL$gene_name),]
#Significantly methylated tiles
pan2meth %>%
kbl(caption = "Significant SNPs in CvL comparison for pan2 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for pan2 gene
|
|
comparison
|
chromosome
|
start
|
end
|
pvalue
|
qvalue
|
meth.diff
|
gene_id
|
transcript_id
|
gene_name
|
|
134
|
CvL
|
LG7
|
16672001
|
16673000
|
0
|
3e-06
|
15.1313
|
ENSPREG00000000900
|
ENSPRET00000001221
|
pan2
|
#Significant SNPs in CvL comparison
pan2genCvL %>%
kbl(caption = "Significant SNPs in CvL comparison for pan2 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for pan2 gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
90
|
LG7
|
16691316
|
NC024336
|
C
|
0
|
1
|
0
|
0
|
0.001032
|
1e-07
|
8.38e-05
|
0.0012129
|
ENSPREG00000000900
|
protein_coding
|
pan2
|
NXPE3
NXPE3meth <- methylcrossdata10[grep("NXPE3",methylcrossdata10$gene_name),]
NXPE3genCvG <- geneticcrossdata10CvG[grep("NXPE3",geneticcrossdata10CvG$gene_name),]
NXPE3genCvL <- geneticcrossdata10CvL[grep("NXPE3",geneticcrossdata10CvL$gene_name),]
#Significantly methylated tiles
NXPE3meth %>%
kbl(caption = "Significant SNPs in CvL comparison for NXPE3 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for NXPE3 gene
|
|
comparison
|
chromosome
|
start
|
end
|
pvalue
|
qvalue
|
meth.diff
|
gene_id
|
transcript_id
|
gene_name
|
|
241
|
GvL
|
LG23
|
14925001
|
14926000
|
7.40e-06
|
0.0005728
|
15.99704
|
ENSPREG00000014534
|
ENSPRET00000021730
|
NXPE3
|
|
798
|
CvG
|
LG23
|
14903001
|
14904000
|
5.89e-05
|
0.0023369
|
-10.03329
|
ENSPREG00000014514
|
ENSPRET00000021683
|
NXPE3
|
#Significant SNPs in CvG comparison
NXPE3genCvG %>%
kbl(caption = "Significant SNPs in CvL comparison for NXPE3 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for NXPE3 gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
327
|
LG23
|
14852532
|
NC024352
|
C
|
1
|
0
|
0
|
0
|
1e-07
|
0.4649586
|
0.0111537
|
0.0843780
|
ENSPREG00000014498
|
protein_coding
|
NXPE3
|
|
328
|
LG23
|
14930603
|
NC024352
|
A
|
1
|
0
|
0
|
0
|
0e+00
|
0.0513544
|
0.6006529
|
0.9372235
|
ENSPREG00000014534
|
protein_coding
|
NXPE3
|
|
329
|
LG23
|
14948754
|
NC024352
|
C
|
1
|
0
|
0
|
0
|
1e-07
|
0.8614040
|
0.0900701
|
0.5564493
|
ENSPREG00000014559
|
protein_coding
|
NXPE3
|
|
330
|
LG23
|
14949881
|
NC024352
|
A
|
1
|
0
|
0
|
0
|
0e+00
|
0.6748555
|
0.1194332
|
0.3688404
|
ENSPREG00000014559
|
protein_coding
|
NXPE3
|
|
331
|
LG23
|
14963024
|
NC024352
|
a
|
1
|
0
|
0
|
0
|
0e+00
|
0.0466402
|
0.0436665
|
0.9336356
|
ENSPREG00000014579
|
protein_coding
|
NXPE3
|
|
332
|
LG23
|
14963103
|
NC024352
|
g
|
1
|
0
|
0
|
0
|
0e+00
|
0.0049219
|
0.0849435
|
0.6505868
|
ENSPREG00000014579
|
protein_coding
|
NXPE3
|
|
333
|
LG23
|
15033798
|
NC024352
|
T
|
1
|
0
|
0
|
0
|
1e-07
|
0.5882284
|
0.5713904
|
0.0420633
|
ENSPREG00000014669
|
protein_coding
|
NXPE3
|
gabrr2b
gabrr2bmeth <- methylcrossdata10[grep("gabrr2b",methylcrossdata10$gene_name),]
gabrr2bgenCvG <- geneticcrossdata10CvG[grep("gabrr2b",geneticcrossdata10CvG$gene_name),]
gabrr2bgenCvL <- geneticcrossdata10CvL[grep("gabrr2b",geneticcrossdata10CvL$gene_name),]
#Significantly methylated tiles
gabrr2bmeth %>%
kbl(caption = "Significant SNPs in CvL comparison for gabrr2b gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for gabrr2b gene
|
|
comparison
|
chromosome
|
start
|
end
|
pvalue
|
qvalue
|
meth.diff
|
gene_id
|
transcript_id
|
gene_name
|
|
414
|
CvL
|
LG21
|
23640001
|
23641000
|
0
|
0e+00
|
-19.15004
|
ENSPREG00000001261
|
ENSPRET00000001765
|
gabrr2b
|
|
525
|
CvG
|
LG21
|
23640001
|
23641000
|
0
|
3e-07
|
-12.19743
|
ENSPREG00000001261
|
ENSPRET00000001765
|
gabrr2b
|
#Significant SNPs in CvG comparison
gabrr2bgenCvG %>%
kbl(caption = "Significant SNPs in CvL comparison for gabrr2b gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for gabrr2b gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
323
|
LG21
|
23651303
|
NC024350
|
g
|
1
|
0
|
0
|
0
|
1e-07
|
0.7406779
|
0.5796132
|
0.2527897
|
ENSPREG00000001261
|
protein_coding
|
gabrr2b
|
schip1
schip1meth <- methylcrossdata10[grep("schip1",methylcrossdata10$gene_name),]
schip1genCvG <- geneticcrossdata10CvG[grep("schip1",geneticcrossdata10CvG$gene_name),]
schip1genCvL <- geneticcrossdata10CvL[grep("schip1",geneticcrossdata10CvL$gene_name),]
#Significantly methylated tiles
schip1meth %>%
kbl(caption = "Significant SNPs in CvL comparison for schip1 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for schip1 gene
|
|
comparison
|
chromosome
|
start
|
end
|
pvalue
|
qvalue
|
meth.diff
|
gene_id
|
transcript_id
|
gene_name
|
|
436
|
CvG
|
LG13
|
19074001
|
19075000
|
0
|
0
|
-15.31162
|
ENSPREG00000002366
|
ENSPRET00000003347
|
schip1
|
#Significant SNPs in CvG comparison
schip1genCvG %>%
kbl(caption = "Significant SNPs in CvL comparison for schip1 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for schip1 gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
196
|
LG13
|
18906054
|
NC024342
|
T
|
1
|
0
|
0
|
0
|
0e+00
|
0.4377154
|
6.00e-07
|
0.7022321
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
197
|
LG13
|
18906104
|
NC024342
|
t
|
1
|
0
|
0
|
0
|
0e+00
|
0.7560416
|
9.20e-06
|
0.6913343
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
198
|
LG13
|
18906264
|
NC024342
|
G
|
1
|
0
|
0
|
0
|
1e-07
|
0.9528463
|
1.79e-05
|
0.7731844
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
199
|
LG13
|
18906269
|
NC024342
|
A
|
1
|
0
|
0
|
0
|
1e-07
|
0.9218072
|
6.10e-06
|
0.6385880
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
200
|
LG13
|
18978299
|
NC024342
|
a
|
1
|
0
|
0
|
0
|
1e-07
|
0.0731196
|
3.30e-06
|
0.9502241
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
201
|
LG13
|
18982573
|
NC024342
|
T
|
1
|
0
|
0
|
0
|
0e+00
|
0.6715882
|
4.00e-07
|
0.1668185
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
202
|
LG13
|
18994545
|
NC024342
|
G
|
1
|
0
|
0
|
0
|
1e-07
|
0.5911907
|
2.20e-06
|
0.5033088
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
203
|
LG13
|
19050643
|
NC024342
|
T
|
1
|
0
|
0
|
0
|
1e-07
|
0.0124090
|
5.00e-07
|
0.6630191
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
204
|
LG13
|
19059385
|
NC024342
|
G
|
1
|
0
|
0
|
0
|
1e-07
|
0.0731114
|
1.60e-06
|
0.5412131
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
205
|
LG13
|
19059392
|
NC024342
|
G
|
1
|
0
|
0
|
0
|
1e-07
|
0.0800209
|
1.00e-06
|
0.3296356
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
206
|
LG13
|
19063984
|
NC024342
|
g
|
1
|
0
|
0
|
0
|
1e-07
|
0.5038323
|
5.00e-07
|
0.8701251
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
391
|
LG13
|
18866464
|
NC024342
|
G
|
1
|
0
|
1
|
0
|
1e-07
|
0.0172495
|
0.00e+00
|
0.3418296
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
392
|
LG13
|
18877782
|
NC024342
|
A
|
1
|
0
|
1
|
0
|
0e+00
|
0.9319388
|
1.00e-07
|
0.2210254
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
393
|
LG13
|
18983780
|
NC024342
|
A
|
1
|
0
|
1
|
0
|
1e-07
|
0.0964126
|
0.00e+00
|
0.6493500
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
394
|
LG13
|
19015225
|
NC024342
|
a
|
1
|
0
|
1
|
0
|
0e+00
|
0.5200075
|
0.00e+00
|
0.4618039
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
395
|
LG13
|
19050654
|
NC024342
|
C
|
1
|
0
|
1
|
0
|
1e-07
|
0.0206536
|
0.00e+00
|
0.3295025
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
#Significant SNPs in CvL comparison
schip1genCvL %>%
kbl(caption = "Significant SNPs in CvL comparison for schip1 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for schip1 gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
191
|
LG13
|
18806146
|
NC024342
|
c
|
0
|
1
|
0
|
0
|
0.0202128
|
1e-07
|
0.0191709
|
0.2873146
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
192
|
LG13
|
18835956
|
NC024342
|
C
|
0
|
1
|
1
|
0
|
0.0000488
|
0e+00
|
0.0000001
|
0.0124722
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
|
193
|
LG13
|
18950058
|
NC024342
|
A
|
0
|
1
|
0
|
0
|
0.1184443
|
0e+00
|
0.0003918
|
0.6337169
|
ENSPREG00000002366
|
protein_coding
|
schip1
|
cdc42bpab
cdc42bpabmeth <- methylcrossdata10[grep("cdc42bpab",methylcrossdata10$gene_name),]
cdc42bpabgenCvG <- geneticcrossdata10CvG[grep("cdc42bpab",geneticcrossdata10CvG$gene_name),]
cdc42bpabgenCvL <- geneticcrossdata10CvL[grep("cdc42bpab",geneticcrossdata10CvL$gene_name),]
#Significantly methylated tiles
cdc42bpabmeth %>%
kbl(caption = "Significant SNPs in CvL comparison for cdc42bpab gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for cdc42bpab gene
|
|
comparison
|
chromosome
|
start
|
end
|
pvalue
|
qvalue
|
meth.diff
|
gene_id
|
transcript_id
|
gene_name
|
|
390
|
CvG
|
LG21
|
20808001
|
20809000
|
0.0031599
|
0.0345391
|
10.81338
|
ENSPREG00000019012
|
ENSPRET00000028473
|
cdc42bpab
|
|
727
|
GvL
|
LG21
|
20808001
|
20809000
|
0.0000048
|
0.0004112
|
-15.74174
|
ENSPREG00000019012
|
ENSPRET00000028473
|
cdc42bpab
|
#Significant SNPs in CvL comparison
cdc42bpabgenCvL %>%
kbl(caption = "Significant SNPs in CvL comparison for cdc42bpab gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for cdc42bpab gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
421
|
LG21
|
20721917
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0123196
|
0e+00
|
0.0883408
|
0.2275394
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
422
|
LG21
|
20721926
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0250288
|
0e+00
|
0.1465814
|
0.1230795
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
423
|
LG21
|
20722140
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0025974
|
1e-07
|
0.0682222
|
0.2614681
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
424
|
LG21
|
20722300
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0735373
|
0e+00
|
0.0057437
|
0.0434245
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
425
|
LG21
|
20722699
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0028295
|
1e-07
|
0.8748162
|
0.3502687
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
426
|
LG21
|
20732271
|
NC024350
|
t
|
0
|
1
|
0
|
0
|
0.0038515
|
1e-07
|
0.0759057
|
0.4069314
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
427
|
LG21
|
20736173
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0001451
|
2e-07
|
0.4506975
|
0.6926169
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
428
|
LG21
|
20736449
|
NC024350
|
a
|
0
|
1
|
0
|
0
|
0.0001477
|
0e+00
|
0.0378514
|
0.1141346
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
429
|
LG21
|
20736491
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0000985
|
0e+00
|
0.0154844
|
0.1920550
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
430
|
LG21
|
20736561
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0031031
|
1e-07
|
0.0639952
|
0.0663663
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
431
|
LG21
|
20736952
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0040235
|
0e+00
|
0.4893009
|
0.7678369
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
432
|
LG21
|
20737815
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0226660
|
1e-07
|
0.8189064
|
0.2753480
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
433
|
LG21
|
20740610
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0093980
|
0e+00
|
0.4871272
|
0.2844930
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
434
|
LG21
|
20743175
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0002355
|
0e+00
|
0.2629808
|
0.2890652
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
435
|
LG21
|
20743189
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0001183
|
0e+00
|
0.4989391
|
0.4550678
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
436
|
LG21
|
20743201
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0001062
|
0e+00
|
0.1592175
|
0.1489187
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
437
|
LG21
|
20746780
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0285688
|
1e-07
|
0.8560177
|
0.5754219
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
438
|
LG21
|
20746931
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0373902
|
0e+00
|
0.4109893
|
0.4495910
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
439
|
LG21
|
20748076
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0039191
|
0e+00
|
0.9752876
|
0.8538304
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
440
|
LG21
|
20748843
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0018633
|
1e-07
|
0.2454774
|
0.3212940
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
441
|
LG21
|
20748964
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0021806
|
0e+00
|
0.4135860
|
0.2235977
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
442
|
LG21
|
20749051
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0120725
|
0e+00
|
0.4878006
|
0.6241383
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
443
|
LG21
|
20749633
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0006176
|
0e+00
|
0.8961178
|
0.3027003
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
444
|
LG21
|
20751546
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.6600869
|
0e+00
|
0.3030158
|
0.9392661
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
445
|
LG21
|
20751549
|
NC024350
|
g
|
0
|
1
|
0
|
0
|
0.8281167
|
0e+00
|
0.2680124
|
0.9685046
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
446
|
LG21
|
20751563
|
NC024350
|
t
|
0
|
1
|
0
|
0
|
0.9075062
|
1e-07
|
0.4989162
|
0.9242981
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
447
|
LG21
|
20751677
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.1779323
|
1e-07
|
0.1838854
|
0.3812662
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
448
|
LG21
|
20752333
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0002978
|
0e+00
|
0.0546596
|
0.9391148
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
449
|
LG21
|
20752889
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0360869
|
0e+00
|
0.1204235
|
0.0516888
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
450
|
LG21
|
20754173
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0265051
|
0e+00
|
0.1333156
|
0.9640744
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
451
|
LG21
|
20754696
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0000916
|
0e+00
|
0.0552955
|
0.3168737
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
452
|
LG21
|
20755316
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0052219
|
1e-07
|
0.9842607
|
0.5456743
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
453
|
LG21
|
20756015
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0140774
|
0e+00
|
0.0001809
|
0.2420273
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
454
|
LG21
|
20756113
|
NC024350
|
a
|
0
|
1
|
0
|
0
|
0.0008151
|
0e+00
|
0.0114943
|
0.6521738
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
455
|
LG21
|
20756136
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0211497
|
0e+00
|
0.0250394
|
0.4556937
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
456
|
LG21
|
20756204
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0124052
|
1e-07
|
0.0393808
|
0.9967279
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
457
|
LG21
|
20758769
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0124323
|
0e+00
|
0.1229097
|
0.3129633
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
458
|
LG21
|
20758817
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0035192
|
0e+00
|
0.2187985
|
0.5960351
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
459
|
LG21
|
20759094
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0313239
|
0e+00
|
0.2076866
|
0.6670640
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
460
|
LG21
|
20759116
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0291811
|
0e+00
|
0.1162146
|
0.9981112
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
461
|
LG21
|
20760780
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.1686773
|
0e+00
|
0.0038907
|
0.2955465
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
462
|
LG21
|
20760811
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0579651
|
1e-07
|
0.0281267
|
0.5650986
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
463
|
LG21
|
20760934
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0003696
|
0e+00
|
0.2761269
|
0.5652930
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
464
|
LG21
|
20760956
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0014767
|
0e+00
|
0.5446731
|
0.3907704
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
465
|
LG21
|
20761041
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0003679
|
0e+00
|
0.6316986
|
0.8584838
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
466
|
LG21
|
20761256
|
NC024350
|
g
|
0
|
1
|
0
|
0
|
0.0033909
|
1e-07
|
0.9096461
|
0.1377898
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
467
|
LG21
|
20761267
|
NC024350
|
g
|
0
|
1
|
0
|
0
|
0.0071865
|
0e+00
|
0.8668451
|
0.1281200
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
468
|
LG21
|
20763561
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0146262
|
0e+00
|
0.0002256
|
0.5117736
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
469
|
LG21
|
20763569
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0309525
|
0e+00
|
0.0014916
|
0.4633320
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
470
|
LG21
|
20763573
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0312499
|
0e+00
|
0.0028501
|
0.5824667
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
471
|
LG21
|
20763579
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0231194
|
0e+00
|
0.0018657
|
0.3362259
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
472
|
LG21
|
20763738
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0003292
|
1e-07
|
0.6441132
|
0.4726740
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
473
|
LG21
|
20764612
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0052801
|
0e+00
|
0.8868117
|
0.8065136
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
474
|
LG21
|
20764871
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0054534
|
0e+00
|
0.0488171
|
0.0028217
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
475
|
LG21
|
20765019
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0453884
|
0e+00
|
0.0008111
|
0.0041077
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
476
|
LG21
|
20766501
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0022147
|
1e-07
|
0.4146862
|
0.5939856
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
477
|
LG21
|
20768569
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0121899
|
1e-07
|
0.0025167
|
0.1325877
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
478
|
LG21
|
20769574
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0598834
|
1e-07
|
0.2091135
|
0.1217133
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
479
|
LG21
|
20770094
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0005146
|
0e+00
|
0.8461703
|
0.9650252
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
480
|
LG21
|
20770098
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0001594
|
0e+00
|
0.9807792
|
0.9251359
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
481
|
LG21
|
20772350
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0105045
|
0e+00
|
0.8736806
|
0.3765786
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
482
|
LG21
|
20774237
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0000286
|
0e+00
|
0.2771599
|
0.0230115
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
483
|
LG21
|
20775834
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0049335
|
0e+00
|
0.0886559
|
0.1163526
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
484
|
LG21
|
20775839
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0014437
|
0e+00
|
0.1049849
|
0.0577356
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
485
|
LG21
|
20776843
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0042739
|
1e-07
|
0.0930982
|
0.5600634
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
486
|
LG21
|
20776876
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0184926
|
1e-07
|
0.0691280
|
0.7759606
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
487
|
LG21
|
20777291
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0094105
|
0e+00
|
0.1710966
|
0.6028786
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
488
|
LG21
|
20777293
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0160114
|
0e+00
|
0.2556232
|
0.4649017
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
489
|
LG21
|
20777344
|
NC024350
|
a
|
0
|
1
|
0
|
0
|
0.0105438
|
0e+00
|
0.6357327
|
0.2356283
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
490
|
LG21
|
20779250
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0168860
|
1e-07
|
0.0215476
|
0.2624206
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
491
|
LG21
|
20779304
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0276054
|
1e-07
|
0.0806670
|
0.5782525
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
492
|
LG21
|
20779369
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0020192
|
0e+00
|
0.3409543
|
0.9154737
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
493
|
LG21
|
20779406
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0024320
|
1e-07
|
0.4943877
|
0.7787550
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
494
|
LG21
|
20779424
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0046254
|
0e+00
|
0.2594964
|
0.9028559
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
495
|
LG21
|
20782338
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.5644451
|
1e-07
|
0.0965976
|
0.1212502
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
496
|
LG21
|
20782974
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0080638
|
0e+00
|
0.8079260
|
0.4362476
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
497
|
LG21
|
20783925
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0018375
|
1e-07
|
0.8353810
|
0.1619432
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
498
|
LG21
|
20783958
|
NC024350
|
a
|
0
|
1
|
0
|
0
|
0.0053582
|
1e-07
|
0.0286578
|
0.9839305
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
499
|
LG21
|
20784303
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0004948
|
0e+00
|
0.5134257
|
0.7139208
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
500
|
LG21
|
20784328
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0005625
|
0e+00
|
0.5863203
|
0.8168851
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
501
|
LG21
|
20785839
|
NC024350
|
a
|
0
|
1
|
0
|
0
|
0.0158688
|
0e+00
|
0.0155329
|
0.2256139
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
502
|
LG21
|
20785845
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0109477
|
0e+00
|
0.0052795
|
0.1425035
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
503
|
LG21
|
20785892
|
NC024350
|
a
|
0
|
1
|
0
|
0
|
0.0938043
|
1e-07
|
0.0006639
|
0.1062662
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
504
|
LG21
|
20785970
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0113246
|
1e-07
|
0.7143468
|
0.7468319
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
505
|
LG21
|
20790636
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0003569
|
0e+00
|
0.7227560
|
0.4589841
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
506
|
LG21
|
20794844
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0045472
|
2e-07
|
0.5993795
|
0.3154402
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
507
|
LG21
|
20795126
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0124656
|
0e+00
|
0.3333066
|
0.2301873
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
508
|
LG21
|
20795131
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0277116
|
0e+00
|
0.9296642
|
0.5275723
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
509
|
LG21
|
20795218
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0316828
|
0e+00
|
0.6934754
|
0.6175191
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
510
|
LG21
|
20795224
|
NC024350
|
T
|
0
|
1
|
0
|
0
|
0.0181931
|
0e+00
|
0.5272362
|
0.2588725
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
511
|
LG21
|
20800656
|
NC024350
|
t
|
0
|
1
|
0
|
0
|
0.0018883
|
0e+00
|
0.5097086
|
0.9637490
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
512
|
LG21
|
20801352
|
NC024350
|
G
|
0
|
1
|
0
|
0
|
0.0131778
|
0e+00
|
0.6751692
|
0.2190420
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
513
|
LG21
|
20802367
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.1180937
|
0e+00
|
0.3425148
|
0.6193732
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
514
|
LG21
|
20802601
|
NC024350
|
c
|
0
|
1
|
0
|
0
|
0.0023772
|
0e+00
|
0.2633618
|
0.1478238
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
515
|
LG21
|
20803849
|
NC024350
|
t
|
0
|
1
|
0
|
0
|
0.0122906
|
0e+00
|
0.0006708
|
0.0014823
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
516
|
LG21
|
20804602
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0025370
|
0e+00
|
0.8322261
|
0.2539387
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
517
|
LG21
|
20804625
|
NC024350
|
A
|
0
|
1
|
0
|
0
|
0.0104282
|
0e+00
|
0.7364487
|
0.8166643
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
518
|
LG21
|
20805652
|
NC024350
|
C
|
0
|
1
|
0
|
0
|
0.0134962
|
0e+00
|
0.0406294
|
0.9131874
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
|
519
|
LG21
|
20806039
|
NC024350
|
a
|
0
|
1
|
0
|
0
|
0.0040154
|
1e-07
|
0.7213206
|
0.1370192
|
ENSPREG00000019012
|
protein_coding
|
cdc42bpab
|
aebp2
aebp2meth <- methylcrossdata10[grep("aebp2",methylcrossdata10$gene_name),]
aebp2genCvG <- geneticcrossdata10CvG[grep("aebp2",geneticcrossdata10CvG$gene_name),]
aebp2genCvL <- geneticcrossdata10CvL[grep("aebp2",geneticcrossdata10CvL$gene_name),]
#Significantly methylated tiles
aebp2meth %>%
kbl(caption = "Significant SNPs in CvL comparison for aebp2 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for aebp2 gene
|
|
comparison
|
chromosome
|
start
|
end
|
pvalue
|
qvalue
|
meth.diff
|
gene_id
|
transcript_id
|
gene_name
|
|
758
|
CvL
|
LG23
|
12899001
|
12900000
|
1.34e-05
|
0.0008804
|
-16.23113
|
ENSPREG00000012486
|
ENSPRET00000018624
|
aebp2
|
|
791
|
CvG
|
LG23
|
12899001
|
12900000
|
4.59e-05
|
0.0019526
|
-15.27067
|
ENSPREG00000012486
|
ENSPRET00000018624
|
aebp2
|
aebp2meth
## comparison chromosome start end pvalue qvalue meth.diff
## 758 CvL LG23 12899001 12900000 1.339240e-05 0.0008804111 -16.23113
## 791 CvG LG23 12899001 12900000 4.593605e-05 0.0019526210 -15.27067
## gene_id transcript_id gene_name
## 758 ENSPREG00000012486 ENSPRET00000018624 aebp2
## 791 ENSPREG00000012486 ENSPRET00000018624 aebp2
#Significant SNPs in CvG comparison
aebp2genCvG %>%
kbl(caption = "Significant SNPs in CvL comparison for aebp2 gene") %>%
kable_classic(full_width = F, html_font = "Cambria")
Significant SNPs in CvL comparison for aebp2 gene
|
|
chromosome
|
location
|
chromosomecode
|
ref
|
sigF.CG
|
sigF.CL
|
sigM.CG
|
sigM.CL
|
CGfemalepval
|
CLfemalepval
|
CGmalepval
|
CLmalepval
|
gene_id
|
gene_biotype
|
gene_name
|
|
326
|
LG23
|
12902297
|
NC024352
|
T
|
1
|
0
|
0
|
0
|
1e-07
|
1.8e-06
|
0.0004734
|
0.0209304
|
ENSPREG00000012486
|
protein_coding
|
aebp2
|
Over representation analysis using Cluster Profiler
go <- readLines("mart_export.txt.gz")
head(go)
## [1] "Gene stable ID\tGene stable ID version\tTranscript stable ID\tTranscript stable ID version\tGO term accession\tGO term name\tGO term definition\tGO domain\tGO term evidence code\tGOSlim GOA Accession(s)\tGOSlim GOA Description"
## [2] "ENSPREG00000000007\tENSPREG00000000007.1\tENSPRET00000000007\tENSPRET00000000007.1\tGO:0008137\tNADH dehydrogenase (ubiquinone) activity\tCatalysis of the reaction: NADH + ubiquinone + 5 H(+)(in) <=> NAD(+) + ubiquinol + 4 H(+)(out).\tmolecular_function\tIEA\tGO:0003674\tmolecular_function"
## [3] "ENSPREG00000000007\tENSPREG00000000007.1\tENSPRET00000000007\tENSPRET00000000007.1\tGO:0005739\tmitochondrion\tA semiautonomous, self replicating organelle that occurs in varying numbers, shapes, and sizes in the cytoplasm of virtually all eukaryotic cells. It is notably the site of tissue respiration.\tcellular_component\tIEA\tGO:0003674\tmolecular_function"
## [4] "ENSPREG00000000007\tENSPREG00000000007.1\tENSPRET00000000007\tENSPRET00000000007.1\tGO:0016020\tmembrane\tA lipid bilayer along with all the proteins and protein complexes embedded in it an attached to it.\tcellular_component\tIEA\tGO:0003674\tmolecular_function"
## [5] "ENSPREG00000000007\tENSPREG00000000007.1\tENSPRET00000000007\tENSPRET00000000007.1\tGO:0016021\tintegral component of membrane\tThe component of a membrane consisting of the gene products and protein complexes having at least some part of their peptide sequence embedded in the hydrophobic region of the membrane.\tcellular_component\tIEA\tGO:0003674\tmolecular_function"
## [6] "ENSPREG00000000007\tENSPREG00000000007.1\tENSPRET00000000007\tENSPRET00000000007.1\tGO:0005743\tmitochondrial inner membrane\tThe inner, i.e. lumen-facing, lipid bilayer of the mitochondrial envelope. It is highly folded to form cristae.\tcellular_component\tIEA\tGO:0003674\tmolecular_function"
gol <- (strsplit(go,"\t"))
head(gol)
## [[1]]
## [1] "Gene stable ID" "Gene stable ID version"
## [3] "Transcript stable ID" "Transcript stable ID version"
## [5] "GO term accession" "GO term name"
## [7] "GO term definition" "GO domain"
## [9] "GO term evidence code" "GOSlim GOA Accession(s)"
## [11] "GOSlim GOA Description"
##
## [[2]]
## [1] "ENSPREG00000000007"
## [2] "ENSPREG00000000007.1"
## [3] "ENSPRET00000000007"
## [4] "ENSPRET00000000007.1"
## [5] "GO:0008137"
## [6] "NADH dehydrogenase (ubiquinone) activity"
## [7] "Catalysis of the reaction: NADH + ubiquinone + 5 H(+)(in) <=> NAD(+) + ubiquinol + 4 H(+)(out)."
## [8] "molecular_function"
## [9] "IEA"
## [10] "GO:0003674"
## [11] "molecular_function"
##
## [[3]]
## [1] "ENSPREG00000000007"
## [2] "ENSPREG00000000007.1"
## [3] "ENSPRET00000000007"
## [4] "ENSPRET00000000007.1"
## [5] "GO:0005739"
## [6] "mitochondrion"
## [7] "A semiautonomous, self replicating organelle that occurs in varying numbers, shapes, and sizes in the cytoplasm of virtually all eukaryotic cells. It is notably the site of tissue respiration."
## [8] "cellular_component"
## [9] "IEA"
## [10] "GO:0003674"
## [11] "molecular_function"
##
## [[4]]
## [1] "ENSPREG00000000007"
## [2] "ENSPREG00000000007.1"
## [3] "ENSPRET00000000007"
## [4] "ENSPRET00000000007.1"
## [5] "GO:0016020"
## [6] "membrane"
## [7] "A lipid bilayer along with all the proteins and protein complexes embedded in it an attached to it."
## [8] "cellular_component"
## [9] "IEA"
## [10] "GO:0003674"
## [11] "molecular_function"
##
## [[5]]
## [1] "ENSPREG00000000007"
## [2] "ENSPREG00000000007.1"
## [3] "ENSPRET00000000007"
## [4] "ENSPRET00000000007.1"
## [5] "GO:0016021"
## [6] "integral component of membrane"
## [7] "The component of a membrane consisting of the gene products and protein complexes having at least some part of their peptide sequence embedded in the hydrophobic region of the membrane."
## [8] "cellular_component"
## [9] "IEA"
## [10] "GO:0003674"
## [11] "molecular_function"
##
## [[6]]
## [1] "ENSPREG00000000007"
## [2] "ENSPREG00000000007.1"
## [3] "ENSPRET00000000007"
## [4] "ENSPRET00000000007.1"
## [5] "GO:0005743"
## [6] "mitochondrial inner membrane"
## [7] "The inner, i.e. lumen-facing, lipid bilayer of the mitochondrial envelope. It is highly folded to form cristae."
## [8] "cellular_component"
## [9] "IEA"
## [10] "GO:0003674"
## [11] "molecular_function"
godf <- do.call(rbind,gol)
colnames(godf) <- godf[1,]
godf <- godf[2:nrow(godf),]
gos <- unique(godf[,"GO term accession"])
mysets <- lapply(gos,function(x) { unique(godf[which(x == godf[,"GO term accession"]),1]) } )
mynames <- sapply(gos,function(x) { unname(godf[head(which(x == godf[,"GO term accession"] ),1),"GO term name"] ) } )
mynames <- paste(gos,mynames)
names(mysets) <- mynames
Divergent data
mysetsdf <- melt(mysets)
mysetsdf <-mysetsdf[,c(2,1)]
DivOldSNPsgenesdfFCG <- DivOldSNPsgenesdf %>% filter(sigF.CG == 1)
CvGF <- unique(DivOldSNPsgenesdfFCG$gene_id)
DivOldSNPsgenesdfMCG <- DivOldSNPsgenesdf %>% filter(sigM.CG == 1)
CvGM <- unique(DivOldSNPsgenesdfMCG$gene_id)
DivOldSNPsgenesdfunionCG <- union(DivOldSNPsgenesdfFCG,DivOldSNPsgenesdfMCG)
CvGU <- unique(DivOldSNPsgenesdfunionCG$gene_id)
DivOldSNPsgenesdfFCL <- DivOldSNPsgenesdf %>% filter(sigF.CL == 1)
CvLF <- unique(DivOldSNPsgenesdfFCL$gene_id)
DivOldSNPsgenesdfMCL <- DivOldSNPsgenesdf %>% filter(sigM.CL == 1)
CvLM <- unique(DivOldSNPsgenesdfMCL$gene_id)
DivOldSNPsgenesdfunionCL <- union(DivOldSNPsgenesdfFCL,DivOldSNPsgenesdfMCL)
CvLU <- unique(DivOldSNPsgenesdfunionCL$gene_id)
#Over representation analysis of females in the clear versus green analysis
CvGF <- enricher(gene = CvGF, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
CvGF20 <- head(CvGF,20)
rownames(CvGF20) <- NULL
CvGF20 <- dplyr::select(CvGF20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
CvGF20 %>%
kbl(caption = "Significantly enriched pathways in CvG female comparison", digits = 10) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in CvG female comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0005886 plasma membrane
|
305/2135
|
1859/19288
|
0.0000000000
|
0.0000000002
|
0.0000000002
|
|
GO:0007156 homophilic cell adhesion via plasma membrane adhesion molecules
|
33/2135
|
133/19288
|
0.0000060227
|
0.0040141249
|
0.0038418441
|
|
GO:0005515 protein binding
|
471/2135
|
3584/19288
|
0.0000095833
|
0.0042581687
|
0.0040754139
|
|
GO:0005085 guanyl-nucleotide exchange factor activity
|
40/2135
|
190/19288
|
0.0000450962
|
0.0150282937
|
0.0143833000
|
|
GO:0007155 cell adhesion
|
58/2135
|
314/19288
|
0.0000616140
|
0.0164262831
|
0.0157212897
|
|
GO:0005524 ATP binding
|
203/2135
|
1449/19288
|
0.0001858165
|
0.0412822245
|
0.0395104482
|
|
GO:0098609 cell-cell adhesion
|
17/2135
|
61/19288
|
0.0002391598
|
0.0455428573
|
0.0435882205
|
|
GO:0042995 cell projection
|
36/2135
|
179/19288
|
0.0002740636
|
0.0456658404
|
0.0437059253
|
|
GO:0006468 protein phosphorylation
|
98/2135
|
642/19288
|
0.0005904147
|
0.0874469761
|
0.0836938722
|
|
GO:0043547 positive regulation of GTPase activity
|
32/2135
|
161/19288
|
0.0007193953
|
0.0958953935
|
0.0917796951
|
|
GO:0045202 synapse
|
42/2135
|
233/19288
|
0.0009926572
|
0.1065484222
|
0.1019755105
|
|
GO:0030425 dendrite
|
11/2135
|
35/19288
|
0.0009931753
|
0.1065484222
|
0.1019755105
|
|
GO:0005096 GTPase activator activity
|
31/2135
|
158/19288
|
0.0010785138
|
0.1065484222
|
0.1019755105
|
|
GO:0004672 protein kinase activity
|
93/2135
|
616/19288
|
0.0011459037
|
0.1065484222
|
0.1019755105
|
|
GO:0051056 regulation of small GTPase mediated signal transduction
|
8/2135
|
21/19288
|
0.0011989695
|
0.1065484222
|
0.1019755105
|
|
GO:0035091 phosphatidylinositol binding
|
15/2135
|
59/19288
|
0.0015382777
|
0.1209088040
|
0.1157195644
|
|
GO:0006811 ion transport
|
88/2135
|
583/19288
|
0.0015419727
|
0.1209088040
|
0.1157195644
|
|
GO:0050790 regulation of catalytic activity
|
36/2135
|
197/19288
|
0.0017146606
|
0.1269801399
|
0.1215303269
|
|
GO:0016310 phosphorylation
|
60/2135
|
375/19288
|
0.0021685032
|
0.1520880792
|
0.1455606680
|
|
GO:0106311 protein threonine kinase activity
|
33/2135
|
180/19288
|
0.0024665532
|
0.1520880792
|
0.1455606680
|
#Over representation analysis of males in the clear versus green analysis
CvGM <- enricher(gene = CvGM, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
CvGM20 <- head(CvGM,20)
rownames(CvGM20) <- NULL
CvGM20 <- dplyr::select(CvGM20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
CvGM20 %>%
kbl(caption = "Significantly enriched pathways in CvG male comparison", digits = 10) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in CvG male comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0005886 plasma membrane
|
227/1502
|
1859/19288
|
0.0000000000
|
0.0000000016
|
0.0000000016
|
|
GO:0035589 G protein-coupled purinergic nucleotide receptor signaling pathway
|
7/1502
|
9/19288
|
0.0000005363
|
0.0002068221
|
0.0001998317
|
|
GO:0045028 G protein-coupled purinergic nucleotide receptor activity
|
7/1502
|
9/19288
|
0.0000005363
|
0.0002068221
|
0.0001998317
|
|
GO:0005515 protein binding
|
345/1502
|
3584/19288
|
0.0000051247
|
0.0014823104
|
0.0014322100
|
|
GO:0007166 cell surface receptor signaling pathway
|
20/1502
|
88/19288
|
0.0000107272
|
0.0024822685
|
0.0023983707
|
|
GO:0045202 synapse
|
37/1502
|
233/19288
|
0.0000255426
|
0.0049254702
|
0.0047589950
|
|
GO:0008081 phosphoric diester hydrolase activity
|
16/1502
|
72/19288
|
0.0001062293
|
0.0175581790
|
0.0169647328
|
|
GO:0004930 G protein-coupled receptor activity
|
82/1502
|
703/19288
|
0.0001449697
|
0.0209662447
|
0.0202576099
|
|
GO:0106310 protein serine kinase activity
|
28/1502
|
175/19288
|
0.0002063051
|
0.0265216651
|
0.0256252635
|
|
GO:0001518 voltage-gated sodium channel complex
|
7/1502
|
18/19288
|
0.0002530465
|
0.0292774745
|
0.0282879297
|
|
GO:0106311 protein threonine kinase activity
|
28/1502
|
180/19288
|
0.0003327082
|
0.0349948484
|
0.0338120630
|
|
GO:0006811 ion transport
|
68/1502
|
583/19288
|
0.0005201316
|
0.0501001491
|
0.0484068220
|
|
GO:0035556 intracellular signal transduction
|
38/1502
|
280/19288
|
0.0005629230
|
0.0501001491
|
0.0484068220
|
|
GO:0007165 signal transduction
|
125/1502
|
1212/19288
|
0.0006540841
|
0.0540553766
|
0.0522283673
|
|
GO:0007186 G protein-coupled receptor signaling pathway
|
85/1502
|
775/19288
|
0.0008030505
|
0.0619419599
|
0.0598483932
|
|
GO:0034220 ion transmembrane transport
|
33/1502
|
243/19288
|
0.0012408761
|
0.0897308497
|
0.0866980507
|
|
GO:0004435 phosphatidylinositol phospholipase C activity
|
7/1502
|
23/19288
|
0.0013797440
|
0.0909815462
|
0.0879064751
|
|
GO:0006302 double-strand break repair
|
5/1502
|
12/19288
|
0.0014154432
|
0.0909815462
|
0.0879064751
|
|
GO:0051276 chromosome organization
|
4/1502
|
8/19288
|
0.0019862999
|
0.1209552105
|
0.1168670642
|
|
GO:0030057 desmosome
|
4/1502
|
9/19288
|
0.0033556192
|
0.1941225689
|
0.1875614504
|
#Over representation analysis of both males and females in the clear versus green analysis
CvGU <- enricher(gene = CvGU, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
CvGU20 <- head(CvGU,20)
rownames(CvGU20) <- NULL
CvGU20 <- dplyr::select(CvGU20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
CvGU20 %>%
kbl(caption = "Significantly enriched pathways in CvG male and female combined comparison", digits = 10) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in CvG male and female combined comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0005886 plasma membrane
|
412/3084
|
1859/19288
|
0.0000000000
|
0.0000000002
|
0.0000000002
|
|
GO:0005515 protein binding
|
680/3084
|
3584/19288
|
0.0000000629
|
0.0000479730
|
0.0000460276
|
|
GO:0045202 synapse
|
65/3084
|
233/19288
|
0.0000026276
|
0.0009986751
|
0.0009581766
|
|
GO:0035589 G protein-coupled purinergic nucleotide receptor signaling pathway
|
8/3084
|
9/19288
|
0.0000032743
|
0.0009986751
|
0.0009581766
|
|
GO:0045028 G protein-coupled purinergic nucleotide receptor activity
|
8/3084
|
9/19288
|
0.0000032743
|
0.0009986751
|
0.0009581766
|
|
GO:0007155 cell adhesion
|
79/3084
|
314/19288
|
0.0000170569
|
0.0043353055
|
0.0041594993
|
|
GO:0005085 guanyl-nucleotide exchange factor activity
|
53/3084
|
190/19288
|
0.0000211883
|
0.0044099050
|
0.0042310736
|
|
GO:0007166 cell surface receptor signaling pathway
|
30/3084
|
88/19288
|
0.0000231339
|
0.0044099050
|
0.0042310736
|
|
GO:0007156 homophilic cell adhesion via plasma membrane adhesion molecules
|
39/3084
|
133/19288
|
0.0000768394
|
0.0130200025
|
0.0124920127
|
|
GO:0098609 cell-cell adhesion
|
22/3084
|
61/19288
|
0.0001070696
|
0.0163281159
|
0.0156659749
|
|
GO:0006811 ion transport
|
127/3084
|
583/19288
|
0.0001181873
|
0.0163850560
|
0.0157206059
|
|
GO:0106310 protein serine kinase activity
|
47/3084
|
175/19288
|
0.0001631403
|
0.0197319832
|
0.0189318079
|
|
GO:0106311 protein threonine kinase activity
|
48/3084
|
180/19288
|
0.0001682071
|
0.0197319832
|
0.0189318079
|
|
GO:0050790 regulation of catalytic activity
|
51/3084
|
197/19288
|
0.0002369479
|
0.0258103951
|
0.0247637268
|
|
GO:0005524 ATP binding
|
279/3084
|
1449/19288
|
0.0003176341
|
0.0322927973
|
0.0309832533
|
|
GO:0016791 phosphatase activity
|
44/3084
|
166/19288
|
0.0003541967
|
0.0337593775
|
0.0323903605
|
|
GO:0042995 cell projection
|
46/3084
|
179/19288
|
0.0005537923
|
0.0493695513
|
0.0473675074
|
|
GO:0035556 intracellular signal transduction
|
66/3084
|
280/19288
|
0.0005827226
|
0.0493695513
|
0.0473675074
|
|
GO:0043547 positive regulation of GTPase activity
|
42/3084
|
161/19288
|
0.0006781940
|
0.0544339960
|
0.0522265777
|
|
GO:0006887 exocytosis
|
19/3084
|
56/19288
|
0.0007470982
|
0.0569662415
|
0.0546561350
|
#Over representation analysis of females in the clear versus lilac analysis
CvLF <- enricher(gene = CvLF, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
CvLF20 <- head(CvLF,20)
rownames(CvLF20) <- NULL
CvLF20 <- dplyr::select(CvLF20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
CvLF20 %>%
kbl(caption = "Significantly enriched pathways in CvL female comparison", digits = 7) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in CvL female comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0005216 ion channel activity
|
45/1443
|
272/19288
|
0.0000004
|
0.0004517
|
0.0004332
|
|
GO:0005886 plasma membrane
|
191/1443
|
1859/19288
|
0.0000024
|
0.0014363
|
0.0013773
|
|
GO:0034220 ion transmembrane transport
|
38/1443
|
243/19288
|
0.0000116
|
0.0045762
|
0.0043881
|
|
GO:0045202 synapse
|
36/1443
|
233/19288
|
0.0000255
|
0.0069461
|
0.0066605
|
|
GO:0005515 protein binding
|
327/1443
|
3584/19288
|
0.0000295
|
0.0069461
|
0.0066605
|
|
GO:0006811 ion transport
|
70/1443
|
583/19288
|
0.0000560
|
0.0110024
|
0.0105501
|
|
GO:0005230 extracellular ligand-gated ion channel activity
|
16/1443
|
79/19288
|
0.0002108
|
0.0297588
|
0.0285353
|
|
GO:0035589 G protein-coupled purinergic nucleotide receptor signaling pathway
|
5/1443
|
9/19288
|
0.0002272
|
0.0297588
|
0.0285353
|
|
GO:0045028 G protein-coupled purinergic nucleotide receptor activity
|
5/1443
|
9/19288
|
0.0002272
|
0.0297588
|
0.0285353
|
|
GO:0004888 transmembrane signaling receptor activity
|
28/1443
|
187/19288
|
0.0003298
|
0.0388794
|
0.0372809
|
|
GO:0005977 glycogen metabolic process
|
6/1443
|
15/19288
|
0.0004815
|
0.0516083
|
0.0494865
|
|
GO:0003779 actin binding
|
36/1443
|
274/19288
|
0.0006850
|
0.0672983
|
0.0645313
|
|
GO:0001501 skeletal system development
|
7/1443
|
24/19288
|
0.0014399
|
0.1305868
|
0.1252178
|
|
GO:0035556 intracellular signal transduction
|
35/1443
|
280/19288
|
0.0019327
|
0.1627633
|
0.1560714
|
|
GO:0035235 ionotropic glutamate receptor signaling pathway
|
8/1443
|
33/19288
|
0.0024653
|
0.1667870
|
0.1599297
|
|
GO:0005244 voltage-gated ion channel activity
|
20/1443
|
135/19288
|
0.0025100
|
0.1667870
|
0.1599297
|
|
GO:0034765 regulation of ion transmembrane transport
|
20/1443
|
135/19288
|
0.0025100
|
0.1667870
|
0.1599297
|
|
GO:0045211 postsynaptic membrane
|
17/1443
|
108/19288
|
0.0026880
|
0.1667870
|
0.1599297
|
|
GO:0009410 response to xenobiotic stimulus
|
4/1443
|
9/19288
|
0.0028952
|
0.1667870
|
0.1599297
|
|
GO:0048268 clathrin coat assembly
|
4/1443
|
9/19288
|
0.0028952
|
0.1667870
|
0.1599297
|
#Over representation analysis of males in the clear versus lilac analysis
CvLM <- enricher(gene = CvLM, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
CvLM20 <- head(CvLM,20)
rownames(CvLM20) <- NULL
CvLM20 <- dplyr::select(CvLM20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
CvLM20 %>%
kbl(caption = "Significantly enriched pathways in CvL male comparison", digits = 7) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in CvL male comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0005886 plasma membrane
|
160/1202
|
1859/19288
|
0.0000123
|
0.0124271
|
0.0117822
|
|
GO:0005085 guanyl-nucleotide exchange factor activity
|
25/1202
|
190/19288
|
0.0003250
|
0.1457718
|
0.1382063
|
|
GO:0055085 transmembrane transport
|
66/1202
|
696/19288
|
0.0004343
|
0.1457718
|
0.1382063
|
|
GO:0022857 transmembrane transporter activity
|
27/1202
|
228/19288
|
0.0010163
|
0.1724359
|
0.1634865
|
|
GO:0005249 voltage-gated potassium channel activity
|
13/1202
|
79/19288
|
0.0011280
|
0.1724359
|
0.1634865
|
|
GO:0005515 protein binding
|
264/1202
|
3584/19288
|
0.0012630
|
0.1724359
|
0.1634865
|
|
GO:0016757 transferase activity, transferring glycosyl groups
|
30/1202
|
268/19288
|
0.0013724
|
0.1724359
|
0.1634865
|
|
GO:0006811 ion transport
|
55/1202
|
583/19288
|
0.0014194
|
0.1724359
|
0.1634865
|
|
GO:0008081 phosphoric diester hydrolase activity
|
12/1202
|
72/19288
|
0.0015411
|
0.1724359
|
0.1634865
|
|
GO:0007160 cell-matrix adhesion
|
7/1202
|
30/19288
|
0.0020552
|
0.1841937
|
0.1746340
|
|
GO:0000220 vacuolar proton-transporting V-type ATPase, V0 domain
|
3/1202
|
5/19288
|
0.0021950
|
0.1841937
|
0.1746340
|
|
GO:0070573 metallodipeptidase activity
|
3/1202
|
5/19288
|
0.0021950
|
0.1841937
|
0.1746340
|
#Over representation analysis of both males and females in the clear versus lilac analysis
CvLU <- enricher(gene = CvLU, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
CvLU20 <- head(CvLU,20)
rownames(CvLU20) <- NULL
CvLU20 <- dplyr::select(CvLU20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
CvLU20 %>%
kbl(caption = "Significantly enriched pathways in CvL male and female combined comparison", digits = 7) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in CvL male and female combined comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0005886 plasma membrane
|
290/2314
|
1859/19288
|
0.0000007
|
0.0005916
|
0.0005734
|
|
GO:0005216 ion channel activity
|
61/2314
|
272/19288
|
0.0000008
|
0.0005916
|
0.0005734
|
|
GO:0005515 protein binding
|
513/2314
|
3584/19288
|
0.0000020
|
0.0009208
|
0.0008924
|
|
GO:0006811 ion transport
|
106/2314
|
583/19288
|
0.0000069
|
0.0024102
|
0.0023359
|
|
GO:0034220 ion transmembrane transport
|
49/2314
|
243/19288
|
0.0001709
|
0.0308827
|
0.0299307
|
|
GO:0008081 phosphoric diester hydrolase activity
|
20/2314
|
72/19288
|
0.0002233
|
0.0308827
|
0.0299307
|
|
GO:0001501 skeletal system development
|
10/2314
|
24/19288
|
0.0002407
|
0.0308827
|
0.0299307
|
|
GO:0005244 voltage-gated ion channel activity
|
31/2314
|
135/19288
|
0.0002527
|
0.0308827
|
0.0299307
|
|
GO:0034765 regulation of ion transmembrane transport
|
31/2314
|
135/19288
|
0.0002527
|
0.0308827
|
0.0299307
|
|
GO:0035235 ionotropic glutamate receptor signaling pathway
|
12/2314
|
33/19288
|
0.0002700
|
0.0308827
|
0.0299307
|
|
GO:0038023 signaling receptor activity
|
20/2314
|
73/19288
|
0.0002733
|
0.0308827
|
0.0299307
|
|
GO:0003779 actin binding
|
53/2314
|
274/19288
|
0.0002836
|
0.0308827
|
0.0299307
|
|
GO:0005249 voltage-gated potassium channel activity
|
21/2314
|
79/19288
|
0.0003062
|
0.0308827
|
0.0299307
|
|
GO:0055085 transmembrane transport
|
114/2314
|
696/19288
|
0.0003088
|
0.0308827
|
0.0299307
|
|
GO:0004970 ionotropic glutamate receptor activity
|
12/2314
|
34/19288
|
0.0003721
|
0.0347309
|
0.0336602
|
|
GO:0004888 transmembrane signaling receptor activity
|
38/2314
|
187/19288
|
0.0007445
|
0.0651398
|
0.0631318
|
|
GO:0015276 ligand-gated ion channel activity
|
12/2314
|
37/19288
|
0.0008918
|
0.0688646
|
0.0667417
|
|
GO:0070573 metallodipeptidase activity
|
4/2314
|
5/19288
|
0.0009344
|
0.0688646
|
0.0667417
|
|
GO:0022857 transmembrane transporter activity
|
44/2314
|
228/19288
|
0.0009346
|
0.0688646
|
0.0667417
|
|
GO:0005524 ATP binding
|
211/2314
|
1449/19288
|
0.0012973
|
0.0908085
|
0.0880091
|
Evolve data
mysetsdf <- melt(mysets)
mysetsdf <-mysetsdf[,c(2,1)]
GeneEvOldSNPsFCl <- GeneEvOldSNPs %>% filter(F.FClr == 1)
ClF <- unique(GeneEvOldSNPsFCl$GeneID)
GeneEvOldSNPsFGrn <- GeneEvOldSNPs %>% filter(F.FGrn == 1)
GrnF <- unique(GeneEvOldSNPsFGrn$GeneID)
GeneEvOldSNPsFLil <- GeneEvOldSNPs %>% filter(F.FLlc == 1)
LilF <- unique(GeneEvOldSNPsFLil$GeneID)
GeneEvOldSNPsMCl <- GeneEvOldSNPs %>% filter(M.FClr == 1)
ClM <- unique(GeneEvOldSNPsMCl$GeneID)
GeneEvOldSNPsMGrn <- GeneEvOldSNPs %>% filter(M.FGrn == 1)
GrnM <- unique(GeneEvOldSNPsMGrn$GeneID)
GeneEvOldSNPsMLil <- GeneEvOldSNPs %>% filter(M.FLlc == 1)
LilM <- unique(GeneEvOldSNPsMLil$GeneID)
#Over representation analysis of females in the clear versus foundation analysis
ClF <- enricher(gene = ClF, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
ClF20 <- head(ClF,20)
rownames(ClF20) <- NULL
ClF20 <- dplyr::select(ClF20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
ClF20 %>%
kbl(caption = "Significantly enriched pathways in clear versus foundation female comparison", digits = 8) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in clear versus foundation female comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0070469 respirasome
|
10/266
|
35/19288
|
0.00000000
|
0.00000001
|
0.00000001
|
|
GO:0008137 NADH dehydrogenase (ubiquinone) activity
|
7/266
|
19/19288
|
0.00000000
|
0.00000094
|
0.00000086
|
|
GO:0042773 ATP synthesis coupled electron transport
|
3/266
|
6/19288
|
0.00005030
|
0.00819915
|
0.00753641
|
|
GO:0005739 mitochondrion
|
15/266
|
349/19288
|
0.00010858
|
0.01327451
|
0.01220152
|
|
GO:0006897 endocytosis
|
8/266
|
121/19288
|
0.00027667
|
0.02209191
|
0.02030620
|
|
GO:0005085 guanyl-nucleotide exchange factor activity
|
10/266
|
190/19288
|
0.00031771
|
0.02209191
|
0.02030620
|
|
GO:0005096 GTPase activator activity
|
9/266
|
158/19288
|
0.00035419
|
0.02209191
|
0.02030620
|
|
GO:0005515 protein binding
|
72/266
|
3584/19288
|
0.00039889
|
0.02209191
|
0.02030620
|
|
GO:0043547 positive regulation of GTPase activity
|
9/266
|
161/19288
|
0.00040660
|
0.02209191
|
0.02030620
|
|
GO:0043087 regulation of GTPase activity
|
4/266
|
28/19288
|
0.00055789
|
0.02728062
|
0.02507551
|
|
GO:0005743 mitochondrial inner membrane
|
8/266
|
145/19288
|
0.00092292
|
0.04102800
|
0.03771167
|
|
GO:0031966 mitochondrial membrane
|
4/266
|
34/19288
|
0.00118431
|
0.04561727
|
0.04192999
|
|
GO:0022900 electron transport chain
|
5/266
|
58/19288
|
0.00121273
|
0.04561727
|
0.04192999
|
|
GO:0098609 cell-cell adhesion
|
5/266
|
61/19288
|
0.00152271
|
0.05318608
|
0.04888700
|
|
GO:0050790 regulation of catalytic activity
|
9/266
|
197/19288
|
0.00170120
|
0.05530869
|
0.05083803
|
|
GO:0021634 optic nerve formation
|
2/266
|
5/19288
|
0.00184351
|
0.05530869
|
0.05083803
|
|
GO:0055114 oxidation-reduction process
|
17/266
|
556/19288
|
0.00192280
|
0.05530869
|
0.05083803
|
|
GO:0005003 ephrin receptor activity
|
3/266
|
20/19288
|
0.00248507
|
0.06427196
|
0.05907680
|
|
GO:0007156 homophilic cell adhesion via plasma membrane adhesion molecules
|
7/266
|
133/19288
|
0.00249727
|
0.06427196
|
0.05907680
|
|
GO:0021510 spinal cord development
|
2/266
|
6/19288
|
0.00274011
|
0.06699565
|
0.06158033
|
#Over representation analysis of females in the green versus foundation analysis
GrnF <- enricher(gene = GrnF, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
GrnF20 <- head(GrnF,20)
rownames(GrnF20) <- NULL
GrnF20 <- dplyr::select(GrnF20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
GrnF20 %>%
kbl(caption = "Significantly enriched pathways in green versus foundation female comparison", digits = 7) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in green versus foundation female comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0070469 respirasome
|
10/539
|
35/19288
|
0.0000000
|
0.0000200
|
0.0000185
|
|
GO:0008137 NADH dehydrogenase (ubiquinone) activity
|
7/539
|
19/19288
|
0.0000005
|
0.0001840
|
0.0001701
|
|
GO:0005515 protein binding
|
138/539
|
3584/19288
|
0.0000269
|
0.0068623
|
0.0063441
|
|
GO:0005096 GTPase activator activity
|
14/539
|
158/19288
|
0.0001443
|
0.0199844
|
0.0184755
|
|
GO:0006897 endocytosis
|
12/539
|
121/19288
|
0.0001480
|
0.0199844
|
0.0184755
|
|
GO:0043547 positive regulation of GTPase activity
|
14/539
|
161/19288
|
0.0001760
|
0.0199844
|
0.0184755
|
|
GO:0005003 ephrin receptor activity
|
5/539
|
20/19288
|
0.0001831
|
0.0199844
|
0.0184755
|
|
GO:0005509 calcium ion binding
|
34/539
|
636/19288
|
0.0002480
|
0.0236817
|
0.0218937
|
|
GO:0042773 ATP synthesis coupled electron transport
|
3/539
|
6/19288
|
0.0004075
|
0.0345959
|
0.0319838
|
|
GO:0007169 transmembrane receptor protein tyrosine kinase signaling pathway
|
7/539
|
52/19288
|
0.0005759
|
0.0439989
|
0.0406769
|
|
GO:0072114 pronephros morphogenesis
|
3/539
|
7/19288
|
0.0006984
|
0.0444645
|
0.0411073
|
|
GO:0072554 blood vessel lumenization
|
3/539
|
7/19288
|
0.0006984
|
0.0444645
|
0.0411073
|
|
GO:0004713 protein tyrosine kinase activity
|
10/539
|
110/19288
|
0.0010287
|
0.0604582
|
0.0558934
|
|
GO:0048013 ephrin receptor signaling pathway
|
5/539
|
30/19288
|
0.0013366
|
0.0710303
|
0.0656673
|
|
GO:0018108 peptidyl-tyrosine phosphorylation
|
10/539
|
115/19288
|
0.0014451
|
0.0710303
|
0.0656673
|
|
GO:0098609 cell-cell adhesion
|
7/539
|
61/19288
|
0.0015137
|
0.0710303
|
0.0656673
|
|
GO:0032007 negative regulation of TOR signaling
|
3/539
|
9/19288
|
0.0016074
|
0.0710303
|
0.0656673
|
|
GO:0008484 sulfuric ester hydrolase activity
|
4/539
|
19/19288
|
0.0016735
|
0.0710303
|
0.0656673
|
|
GO:0004714 transmembrane receptor protein tyrosine kinase activity
|
9/539
|
100/19288
|
0.0019429
|
0.0781269
|
0.0722281
|
|
GO:0031966 mitochondrial membrane
|
5/539
|
34/19288
|
0.0023812
|
0.0909622
|
0.0840943
|
#Over representation analysis of females in the lilac versus foundation analysis
LilF <- enricher(gene = LilF, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
LilF20 <- head(LilF,20)
rownames(LilF20) <- NULL
LilF20 <- dplyr::select(LilF20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
LilF20 %>%
kbl(caption = "Significantly enriched pathways in lilac versus foundation female comparison", digits = 7) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in lilac versus foundation female comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0070469 respirasome
|
10/370
|
35/19288
|
0.0000000
|
0.0000004
|
0.0000004
|
|
GO:0008137 NADH dehydrogenase (ubiquinone) activity
|
7/370
|
19/19288
|
0.0000000
|
0.0000109
|
0.0000100
|
|
GO:0005515 protein binding
|
103/370
|
3584/19288
|
0.0000072
|
0.0014086
|
0.0012923
|
|
GO:0005003 ephrin receptor activity
|
5/370
|
20/19288
|
0.0000309
|
0.0045138
|
0.0041412
|
|
GO:0042773 ATP synthesis coupled electron transport
|
3/370
|
6/19288
|
0.0001342
|
0.0156690
|
0.0143755
|
|
GO:0048013 ephrin receptor signaling pathway
|
5/370
|
30/19288
|
0.0002427
|
0.0225150
|
0.0206563
|
|
GO:0004713 protein tyrosine kinase activity
|
9/370
|
110/19288
|
0.0002699
|
0.0225150
|
0.0206563
|
|
GO:0018108 peptidyl-tyrosine phosphorylation
|
9/370
|
115/19288
|
0.0003759
|
0.0270218
|
0.0247911
|
|
GO:0031966 mitochondrial membrane
|
5/370
|
34/19288
|
0.0004451
|
0.0270218
|
0.0247911
|
|
GO:0007169 transmembrane receptor protein tyrosine kinase signaling pathway
|
6/370
|
52/19288
|
0.0004627
|
0.0270218
|
0.0247911
|
|
GO:0006897 endocytosis
|
9/370
|
121/19288
|
0.0005463
|
0.0290034
|
0.0266091
|
|
GO:0004714 transmembrane receptor protein tyrosine kinase activity
|
8/370
|
100/19288
|
0.0006821
|
0.0331946
|
0.0304543
|
|
GO:0005096 GTPase activator activity
|
10/370
|
158/19288
|
0.0009693
|
0.0408275
|
0.0374571
|
|
GO:0007156 homophilic cell adhesion via plasma membrane adhesion molecules
|
9/370
|
133/19288
|
0.0010772
|
0.0408275
|
0.0374571
|
|
GO:0098609 cell-cell adhesion
|
6/370
|
61/19288
|
0.0010923
|
0.0408275
|
0.0374571
|
|
GO:0043547 positive regulation of GTPase activity
|
10/370
|
161/19288
|
0.0011186
|
0.0408275
|
0.0374571
|
|
GO:0005739 mitochondrion
|
16/370
|
349/19288
|
0.0012287
|
0.0422099
|
0.0387254
|
|
GO:0043087 regulation of GTPase activity
|
4/370
|
28/19288
|
0.0018950
|
0.0604024
|
0.0554160
|
|
GO:0005743 mitochondrial inner membrane
|
9/370
|
145/19288
|
0.0019651
|
0.0604024
|
0.0554160
|
|
GO:0016323 basolateral plasma membrane
|
3/370
|
14/19288
|
0.0021779
|
0.0635936
|
0.0583438
|
#Over representation analysis of males in the clear versus foundation analysis
ClM <- enricher(gene = ClM, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
ClM20 <- head(ClM,20)
rownames(ClM20) <- NULL
ClM20 <- dplyr::select(ClM20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
ClM20 %>%
kbl(caption = "Significantly enriched pathways in clear versus foundation male comparison", digits = 7) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in clear versus foundation male comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0070469 respirasome
|
9/332
|
35/19288
|
0.0000000
|
0.0000032
|
0.0000030
|
|
GO:0008137 NADH dehydrogenase (ubiquinone) activity
|
7/332
|
19/19288
|
0.0000000
|
0.0000050
|
0.0000047
|
|
GO:0042773 ATP synthesis coupled electron transport
|
3/332
|
6/19288
|
0.0000973
|
0.0184477
|
0.0170297
|
|
GO:0022900 electron transport chain
|
6/332
|
58/19288
|
0.0004738
|
0.0561583
|
0.0518416
|
|
GO:0004129 cytochrome-c oxidase activity
|
4/332
|
22/19288
|
0.0004935
|
0.0561583
|
0.0518416
|
|
GO:0005507 copper ion binding
|
4/332
|
26/19288
|
0.0009553
|
0.0905973
|
0.0836335
|
|
GO:0031966 mitochondrial membrane
|
4/332
|
34/19288
|
0.0026600
|
0.1804502
|
0.1665797
|
|
GO:0005227 calcium activated cation channel activity
|
2/332
|
5/19288
|
0.0028542
|
0.1804502
|
0.1665797
|
|
GO:0031419 cobalamin binding
|
2/332
|
5/19288
|
0.0028542
|
0.1804502
|
0.1665797
|
|
GO:0005743 mitochondrial inner membrane
|
8/332
|
145/19288
|
0.0036764
|
0.1892444
|
0.1746979
|
|
GO:0055114 oxidation-reduction process
|
19/332
|
556/19288
|
0.0037218
|
0.1892444
|
0.1746979
|
|
GO:0001822 kidney development
|
3/332
|
19/19288
|
0.0039911
|
0.1892444
|
0.1746979
|
|
GO:0036269 swimming behavior
|
3/332
|
21/19288
|
0.0053406
|
0.2120004
|
0.1957048
|
|
GO:0000987 cis-regulatory region sequence-specific DNA binding
|
2/332
|
7/19288
|
0.0058586
|
0.2120004
|
0.1957048
|
|
GO:0072114 pronephros morphogenesis
|
2/332
|
7/19288
|
0.0058586
|
0.2120004
|
0.1957048
|
|
GO:0004720 protein-lysine 6-oxidase activity
|
2/332
|
8/19288
|
0.0077229
|
0.2120004
|
0.1957048
|
|
GO:0005978 glycogen biosynthetic process
|
2/332
|
8/19288
|
0.0077229
|
0.2120004
|
0.1957048
|
|
GO:0018057 peptidyl-lysine oxidation
|
2/332
|
8/19288
|
0.0077229
|
0.2120004
|
0.1957048
|
|
GO:0035138 pectoral fin morphogenesis
|
2/332
|
8/19288
|
0.0077229
|
0.2120004
|
0.1957048
|
|
GO:0005739 mitochondrion
|
13/332
|
349/19288
|
0.0077523
|
0.2120004
|
0.1957048
|
#Over representation analysis of males in the green versus foundation analysis
GrnM <- enricher(gene = GrnM, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.25, qvalueCutoff = 0.2)
GrnM20 <- head(GrnM,20)
rownames(GrnM20) <- NULL
GrnM20 <- dplyr::select(GrnM20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
GrnM20 %>%
kbl(caption = "Significantly enriched pathways in green versus foundation male comparison", digits = 7) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in green versus foundation male comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0070469 respirasome
|
9/472
|
35/19288
|
0.0000001
|
0.0000668
|
0.0000624
|
|
GO:0008137 NADH dehydrogenase (ubiquinone) activity
|
7/472
|
19/19288
|
0.0000002
|
0.0000668
|
0.0000624
|
|
GO:0004970 ionotropic glutamate receptor activity
|
6/472
|
34/19288
|
0.0001563
|
0.0354301
|
0.0331266
|
|
GO:0015276 ligand-gated ion channel activity
|
6/472
|
37/19288
|
0.0002539
|
0.0374870
|
0.0350498
|
|
GO:0042773 ATP synthesis coupled electron transport
|
3/472
|
6/19288
|
0.0002756
|
0.0374870
|
0.0350498
|
|
GO:0005515 protein binding
|
117/472
|
3584/19288
|
0.0004224
|
0.0478669
|
0.0447548
|
|
GO:0016849 phosphorus-oxygen lyase activity
|
5/472
|
29/19288
|
0.0006278
|
0.0562142
|
0.0525594
|
|
GO:0004720 protein-lysine 6-oxidase activity
|
3/472
|
8/19288
|
0.0007440
|
0.0562142
|
0.0525594
|
|
GO:0018057 peptidyl-lysine oxidation
|
3/472
|
8/19288
|
0.0007440
|
0.0562142
|
0.0525594
|
|
GO:0009190 cyclic nucleotide biosynthetic process
|
5/472
|
31/19288
|
0.0008628
|
0.0586711
|
0.0548565
|
|
GO:0007224 smoothened signaling pathway
|
4/472
|
19/19288
|
0.0010247
|
0.0605602
|
0.0566229
|
|
GO:0016641 oxidoreductase activity, acting on the CH-NH2 group of donors, oxygen as acceptor
|
3/472
|
9/19288
|
0.0010958
|
0.0605602
|
0.0566229
|
|
GO:0035235 ionotropic glutamate receptor signaling pathway
|
5/472
|
33/19288
|
0.0011578
|
0.0605602
|
0.0566229
|
|
GO:0031966 mitochondrial membrane
|
5/472
|
34/19288
|
0.0013304
|
0.0646211
|
0.0604197
|
|
GO:0005882 intermediate filament
|
6/472
|
52/19288
|
0.0016330
|
0.0740314
|
0.0692183
|
|
GO:0005096 GTPase activator activity
|
11/472
|
158/19288
|
0.0017950
|
0.0762859
|
0.0713262
|
|
GO:0038023 signaling receptor activity
|
7/472
|
73/19288
|
0.0020365
|
0.0814590
|
0.0761629
|
|
GO:0007596 blood coagulation
|
5/472
|
38/19288
|
0.0022152
|
0.0836868
|
0.0782459
|
|
GO:0033017 sarcoplasmic reticulum membrane
|
3/472
|
12/19288
|
0.0027170
|
0.0923782
|
0.0863722
|
|
GO:0060972 left/right pattern formation
|
3/472
|
12/19288
|
0.0027170
|
0.0923782
|
0.0863722
|
#Over representation analysis of males in the lilac versus foundation analysis
LilM <- enricher(gene = LilM, minGSSize = 5, maxGSSize = 5000, TERM2GENE = mysetsdf, pvalueCutoff = 0.5, qvalueCutoff = 0.5)
LilM
## #
## # over-representation test
## #
## #...@organism UNKNOWN
## #...@ontology UNKNOWN
## #...@gene chr [1:426] "ENSPREG00000000139" "ENSPREG00000000149" "ENSPREG00000000303" ...
## #...pvalues adjusted by 'BH' with cutoff <0.5
## #...309 enriched terms found
## 'data.frame': 309 obs. of 9 variables:
## $ ID : chr "GO:0005886 plasma membrane" "GO:0035556 intracellular signal transduction" "GO:0003712 transcription coregulator activity" "GO:0005227 calcium activated cation channel activity" ...
## $ Description: chr "GO:0005886 plasma membrane" "GO:0035556 intracellular signal transduction" "GO:0003712 transcription coregulator activity" "GO:0005227 calcium activated cation channel activity" ...
## $ GeneRatio : chr "58/381" "15/381" "5/381" "2/381" ...
## $ BgRatio : chr "1859/19288" "280/19288" "41/19288" "5/19288" ...
## $ pvalue : num 0.000313 0.000483 0.001223 0.003741 0.003741 ...
## $ p.adjust : num 0.143 0.143 0.242 0.316 0.316 ...
## $ qvalue : num 0.136 0.136 0.23 0.3 0.3 ...
## $ geneID : chr "ENSPREG00000000348/ENSPREG00000000407/ENSPREG00000000411/ENSPREG00000000478/ENSPREG00000000480/ENSPREG000000210"| __truncated__ "ENSPREG00000017604/ENSPREG00000005691/ENSPREG00000012824/ENSPREG00000007925/ENSPREG00000012299/ENSPREG000000114"| __truncated__ "ENSPREG00000000446/ENSPREG00000000447/ENSPREG00000001975/ENSPREG00000007625/ENSPREG00000019171" "ENSPREG00000000477/ENSPREG00000005766" ...
## $ Count : int 58 15 5 2 2 2 2 3 2 2 ...
## #...Citation
## T Wu, E Hu, S Xu, M Chen, P Guo, Z Dai, T Feng, L Zhou, W Tang, L Zhan, X Fu, S Liu, X Bo, and G Yu.
## clusterProfiler 4.0: A universal enrichment tool for interpreting omics data.
## The Innovation. 2021, 2(3):100141
LilM20 <- head(LilM,20)
rownames(LilM20) <- NULL
LilM20 <- dplyr::select(LilM20, Description, GeneRatio, BgRatio, pvalue, p.adjust, qvalue)
LilM20 %>%
kbl(caption = "Significantly enriched pathways in lilac versus foundation male comparison", digits = 7) %>%
kable_classic(full_width = F, html_font = "Cambria")
Significantly enriched pathways in lilac versus foundation male comparison
|
Description
|
GeneRatio
|
BgRatio
|
pvalue
|
p.adjust
|
qvalue
|
|
GO:0005886 plasma membrane
|
58/381
|
1859/19288
|
0.0003134
|
0.1431866
|
0.1359809
|
|
GO:0035556 intracellular signal transduction
|
15/381
|
280/19288
|
0.0004829
|
0.1431866
|
0.1359809
|
|
GO:0003712 transcription coregulator activity
|
5/381
|
41/19288
|
0.0012234
|
0.2418238
|
0.2296543
|
|
GO:0005227 calcium activated cation channel activity
|
2/381
|
5/19288
|
0.0037411
|
0.3157805
|
0.2998892
|
|
GO:0006561 proline biosynthetic process
|
2/381
|
5/19288
|
0.0037411
|
0.3157805
|
0.2998892
|
|
GO:0031419 cobalamin binding
|
2/381
|
5/19288
|
0.0037411
|
0.3157805
|
0.2998892
|
|
GO:0033588 Elongator holoenzyme complex
|
2/381
|
5/19288
|
0.0037411
|
0.3157805
|
0.2998892
|
|
GO:0008652 cellular amino acid biosynthetic process
|
3/381
|
18/19288
|
0.0050053
|
0.3157805
|
0.2998892
|
|
GO:0050974 detection of mechanical stimulus involved in sensory perception
|
2/381
|
6/19288
|
0.0055385
|
0.3157805
|
0.2998892
|
|
GO:0055129 L-proline biosynthetic process
|
2/381
|
6/19288
|
0.0055385
|
0.3157805
|
0.2998892
|
|
GO:0001822 kidney development
|
3/381
|
19/19288
|
0.0058576
|
0.3157805
|
0.2998892
|
|
GO:0000987 cis-regulatory region sequence-specific DNA binding
|
2/381
|
7/19288
|
0.0076530
|
0.3317980
|
0.3151006
|
|
GO:0070679 inositol 1,4,5 trisphosphate binding
|
2/381
|
7/19288
|
0.0076530
|
0.3317980
|
0.3151006
|
|
GO:0008152 metabolic process
|
7/381
|
118/19288
|
0.0090088
|
0.3317980
|
0.3151006
|
|
GO:0007155 cell adhesion
|
13/381
|
314/19288
|
0.0099640
|
0.3317980
|
0.3151006
|
|
GO:0004720 protein-lysine 6-oxidase activity
|
2/381
|
8/19288
|
0.0100714
|
0.3317980
|
0.3151006
|
|
GO:0018057 peptidyl-lysine oxidation
|
2/381
|
8/19288
|
0.0100714
|
0.3317980
|
0.3151006
|
|
GO:0035138 pectoral fin morphogenesis
|
2/381
|
8/19288
|
0.0100714
|
0.3317980
|
0.3151006
|
|
GO:0002098 tRNA wobble uridine modification
|
2/381
|
9/19288
|
0.0127810
|
0.3609114
|
0.3427489
|
|
GO:0008345 larval locomotory behavior
|
2/381
|
9/19288
|
0.0127810
|
0.3609114
|
0.3427489
|